Overview

Brought to you by YData

Dataset statistics

Number of variables	51
Number of observations	570464
Missing cells	86027
Missing cells (%)	0.3%
Duplicate rows	2067
Duplicate rows (%)	0.4%
Total size in memory	222.0 MiB
Average record size in memory	408.0 B

Variable types

Categorical	26
Text	10
Numeric	15

Alerts

Dataset has 2067 (0.4%) duplicate rows	Duplicates
`cole_area_ubicacion` is highly overall correlated with `cole_cod_dane_establecimiento` and 1 other fields	High correlation
`cole_calendario` is highly overall correlated with `periodo`	High correlation
`cole_cod_dane_establecimiento` is highly overall correlated with `cole_area_ubicacion` and 2 other fields	High correlation
`cole_cod_dane_sede` is highly overall correlated with `cole_area_ubicacion` and 2 other fields	High correlation
`cole_cod_depto_ubicacion` is highly overall correlated with `cole_cod_mcpio_ubicacion` and 7 other fields	High correlation
`cole_cod_mcpio_ubicacion` is highly overall correlated with `cole_cod_depto_ubicacion` and 7 other fields	High correlation
`cole_depto_ubicacion` is highly overall correlated with `cole_cod_depto_ubicacion` and 6 other fields	High correlation
`cole_naturaleza` is highly overall correlated with `cole_cod_dane_establecimiento` and 1 other fields	High correlation
`cole_sede_principal` is highly overall correlated with `estu_cod_reside_depto` and 6 other fields	High correlation
`desemp_ingles` is highly overall correlated with `estu_estudiante` and 3 other fields	High correlation
`estu_cod_depto_presentacion` is highly overall correlated with `cole_cod_depto_ubicacion` and 8 other fields	High correlation
`estu_cod_mcpio_presentacion` is highly overall correlated with `cole_cod_depto_ubicacion` and 7 other fields	High correlation
`estu_cod_reside_depto` is highly overall correlated with `cole_cod_depto_ubicacion` and 10 other fields	High correlation
`estu_cod_reside_mcpio` is highly overall correlated with `cole_cod_depto_ubicacion` and 7 other fields	High correlation
`estu_depto_presentacion` is highly overall correlated with `cole_cod_depto_ubicacion` and 11 other fields	High correlation
`estu_depto_reside` is highly overall correlated with `cole_cod_depto_ubicacion` and 7 other fields	High correlation
`estu_estadoinvestigacion` is highly overall correlated with `cole_sede_principal` and 5 other fields	High correlation
`estu_estudiante` is highly overall correlated with `cole_sede_principal` and 16 other fields	High correlation
`estu_privado_libertad` is highly overall correlated with `cole_sede_principal` and 11 other fields	High correlation
`fami_cuartoshogar` is highly overall correlated with `estu_estudiante` and 1 other fields	High correlation
`fami_educacionmadre` is highly overall correlated with `cole_sede_principal` and 3 other fields	High correlation
`fami_educacionpadre` is highly overall correlated with `estu_estudiante` and 1 other fields	High correlation
`fami_estratovivienda` is highly overall correlated with `estu_cod_reside_depto` and 3 other fields	High correlation
`fami_personashogar` is highly overall correlated with `cole_sede_principal` and 4 other fields	High correlation
`fami_tieneautomovil` is highly overall correlated with `estu_estudiante` and 2 other fields	High correlation
`fami_tienecomputador` is highly overall correlated with `estu_estudiante` and 3 other fields	High correlation
`fami_tieneinternet` is highly overall correlated with `fami_estratovivienda` and 1 other fields	High correlation
`periodo` is highly overall correlated with `cole_calendario`	High correlation
`punt_c_naturales` is highly overall correlated with `punt_global` and 4 other fields	High correlation
`punt_global` is highly overall correlated with `desemp_ingles` and 7 other fields	High correlation
`punt_ingles` is highly overall correlated with `desemp_ingles` and 6 other fields	High correlation
`punt_lectura_critica` is highly overall correlated with `punt_c_naturales` and 4 other fields	High correlation
`punt_matematicas` is highly overall correlated with `punt_c_naturales` and 4 other fields	High correlation
`punt_sociales_ciudadanas` is highly overall correlated with `punt_c_naturales` and 4 other fields	High correlation
`periodo` is highly imbalanced (73.3%)	Imbalance
`estu_tipodocumento` is highly imbalanced (74.6%)	Imbalance
`cole_bilingue` is highly imbalanced (86.4%)	Imbalance
`cole_calendario` is highly imbalanced (85.2%)	Imbalance
`cole_genero` is highly imbalanced (83.3%)	Imbalance
`cole_sede_principal` is highly imbalanced (95.3%)	Imbalance
`estu_estadoinvestigacion` is highly imbalanced (99.2%)	Imbalance
`estu_estudiante` is highly imbalanced (99.5%)	Imbalance
`estu_privado_libertad` is highly imbalanced (99.4%)	Imbalance
`fami_estratovivienda` is highly imbalanced (55.6%)	Imbalance
`fami_tieneautomovil` is highly imbalanced (81.0%)	Imbalance
`fami_tienecomputador` is highly imbalanced (65.8%)	Imbalance
`cole_bilingue` has 69727 (12.2%) missing values	Missing
`estu_cod_reside_depto` is highly skewed (γ1 = 40.90316454)	Skewed

Reproduction

Analysis started	2025-05-25 17:55:04.232952
Analysis finished	2025-05-25 17:56:26.798598
Duration	1 minute and 22.57 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

periodo
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

20152	544491
20151	25973

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	2852320
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20152
2nd row	20152
3rd row	20152
4th row	20152
5th row	20152

Common Values

Value	Count	Frequency (%)
20152	544491	95.4%
20151	25973	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20152	544491	95.4%
20151	25973	4.6%

Most occurring characters

Value	Count	Frequency (%)
2	1114955	39.1%
1	596437	20.9%
0	570464	20.0%
5	570464	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2852320	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	1114955	39.1%
1	596437	20.9%
0	570464	20.0%
5	570464	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2852320	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	1114955	39.1%
1	596437	20.9%
0	570464	20.0%
5	570464	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2852320	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	1114955	39.1%
1	596437	20.9%
0	570464	20.0%
5	570464	20.0%

estu_tipodocumento
Categorical

Imbalance

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

TI	449535
CC	110041
CR	10466
CE	307
PE	84
Other values (5)	31

Length

Max length	3
Median length	2
Mean length	1.9999947
Min length	1

Characters and Unicode

Total characters	1140925
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	TI
2nd row	TI
3rd row	TI
4th row	TI
5th row	TI

Common Values

Value	Count	Frequency (%)
TI	449535	78.8%
CC	110041	19.3%
CR	10466	1.8%
CE	307	0.1%
PE	84	< 0.1%
PC	12	< 0.1%
RC	10	< 0.1%
V	6	< 0.1%
NIP	2	< 0.1%
NUI	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ti	449535	78.8%
cc	110041	19.3%
cr	10466	1.8%
ce	307	0.1%
pe	84	< 0.1%
pc	12	< 0.1%
rc	10	< 0.1%
v	6	< 0.1%
nip	2	< 0.1%
nui	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
I	449538	39.4%
T	449535	39.4%
C	230877	20.2%
R	10476	0.9%
E	391	< 0.1%
P	98	< 0.1%
V	6	< 0.1%
N	3	< 0.1%
U	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1140925	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	449538	39.4%
T	449535	39.4%
C	230877	20.2%
R	10476	0.9%
E	391	< 0.1%
P	98	< 0.1%
V	6	< 0.1%
N	3	< 0.1%
U	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1140925	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	449538	39.4%
T	449535	39.4%
C	230877	20.2%
R	10476	0.9%
E	391	< 0.1%
P	98	< 0.1%
V	6	< 0.1%
N	3	< 0.1%
U	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1140925	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	449538	39.4%
T	449535	39.4%
C	230877	20.2%
R	10476	0.9%
E	391	< 0.1%
P	98	< 0.1%
V	6	< 0.1%
N	3	< 0.1%
U	1	< 0.1%

estu_consecutivo
Text

Distinct	568397
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

Length

Max length	16
Median length	16
Mean length	16
Min length	16

Characters and Unicode

Total characters	9127424
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	566330 ?
Unique (%)	99.3%

Sample

1st row	SB11201520043269
2nd row	SB11201520486210
3rd row	SB11201520344372
4th row	SB11201520036842
5th row	SB11201520335295

Value	Count	Frequency (%)
sb11201520057011	2	< 0.1%
sb11201520021180	2	< 0.1%
sb11201520136601	2	< 0.1%
sb11201520105136	2	< 0.1%
sb11201520132317	2	< 0.1%
sb11201520537840	2	< 0.1%
sb11201520430195	2	< 0.1%
sb11201520264144	2	< 0.1%
sb11201520538792	2	< 0.1%
sb11201520033977	2	< 0.1%
Other values (568387)	570444	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
1	2124897	23.3%
0	1549605	17.0%
2	1497977	16.4%
5	926017	10.1%
S	570464	6.2%
B	570464	6.2%
3	381344	4.2%
4	379040	4.2%
6	286147	3.1%
7	282614	3.1%
Other values (2)	558855	6.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9127424	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	2124897	23.3%
0	1549605	17.0%
2	1497977	16.4%
5	926017	10.1%
S	570464	6.2%
B	570464	6.2%
3	381344	4.2%
4	379040	4.2%
6	286147	3.1%
7	282614	3.1%
Other values (2)	558855	6.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9127424	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	2124897	23.3%
0	1549605	17.0%
2	1497977	16.4%
5	926017	10.1%
S	570464	6.2%
B	570464	6.2%
3	381344	4.2%
4	379040	4.2%
6	286147	3.1%
7	282614	3.1%
Other values (2)	558855	6.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9127424	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	2124897	23.3%
0	1549605	17.0%
2	1497977	16.4%
5	926017	10.1%
S	570464	6.2%
B	570464	6.2%
3	381344	4.2%
4	379040	4.2%
6	286147	3.1%
7	282614	3.1%
Other values (2)	558855	6.1%

cole_area_ubicacion
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

URBANO	490822
RURAL	79642

Length

Max length	6
Median length	6
Mean length	5.8603908
Min length	5

Characters and Unicode

Total characters	3343142
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	URBANO
2nd row	URBANO
3rd row	RURAL
4th row	URBANO
5th row	RURAL

Common Values

Value	Count	Frequency (%)
URBANO	490822	86.0%
RURAL	79642	14.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
urbano	490822	86.0%
rural	79642	14.0%

Most occurring characters

Value	Count	Frequency (%)
R	650106	19.4%
U	570464	17.1%
A	570464	17.1%
B	490822	14.7%
N	490822	14.7%
O	490822	14.7%
L	79642	2.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3343142	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
R	650106	19.4%
U	570464	17.1%
A	570464	17.1%
B	490822	14.7%
N	490822	14.7%
O	490822	14.7%
L	79642	2.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3343142	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
R	650106	19.4%
U	570464	17.1%
A	570464	17.1%
B	490822	14.7%
N	490822	14.7%
O	490822	14.7%
L	79642	2.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3343142	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
R	650106	19.4%
U	570464	17.1%
A	570464	17.1%
B	490822	14.7%
N	490822	14.7%
O	490822	14.7%
L	79642	2.4%

cole_bilingue
Categorical

Imbalance Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	69727
Missing (%)	12.2%
Memory size	4.4 MiB

N	491209
S	9528

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	500737
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	N
2nd row	N
3rd row	N
4th row	S
5th row	N

Common Values

Value	Count	Frequency (%)
N	491209	86.1%
S	9528	1.7%
(Missing)	69727	12.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	491209	98.1%
s	9528	1.9%

Most occurring characters

Value	Count	Frequency (%)
N	491209	98.1%
S	9528	1.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	500737	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	491209	98.1%
S	9528	1.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	500737	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	491209	98.1%
S	9528	1.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	500737	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	491209	98.1%
S	9528	1.9%

cole_calendario
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

A	551431
B	15192
OTRO	3841

Length

Max length	4
Median length	1
Mean length	1.0201993
Min length	1

Characters and Unicode

Total characters	581987
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	551431	96.7%
B	15192	2.7%
OTRO	3841	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
a	551431	96.7%
b	15192	2.7%
otro	3841	0.7%

Most occurring characters

Value	Count	Frequency (%)
A	551431	94.7%
B	15192	2.6%
O	7682	1.3%
T	3841	0.7%
R	3841	0.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	581987	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	551431	94.7%
B	15192	2.6%
O	7682	1.3%
T	3841	0.7%
R	3841	0.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	581987	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	551431	94.7%
B	15192	2.6%
O	7682	1.3%
T	3841	0.7%
R	3841	0.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	581987	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	551431	94.7%
B	15192	2.6%
O	7682	1.3%
T	3841	0.7%
R	3841	0.7%

cole_caracter
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	3703
Missing (%)	0.6%
Memory size	4.4 MiB

ACADÃMICO	313766
TÃCNICO/ACADÃMICO	190766
TÃCNICO	60349
NO APLICA	1880

Length

Max length	19
Median length	10
Mean length	12.813031
Min length	8

Characters and Unicode

Total characters	7261926
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ACADÃMICO
2nd row	TÃCNICO/ACADÃMICO
3rd row	ACADÃMICO
4th row	ACADÃMICO
5th row	ACADÃMICO

Common Values

Value	Count	Frequency (%)
ACADÃMICO	313766	55.0%
TÃCNICO/ACADÃMICO	190766	33.4%
TÃCNICO	60349	10.6%
NO APLICA	1880	0.3%
(Missing)	3703	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
acadãmico	313766	55.2%
tãcnico/acadãmico	190766	33.5%
tãcnico	60349	10.6%
no	1880	0.3%
aplica	1880	0.3%

Most occurring characters

Value	Count	Frequency (%)
C	1513174	20.8%
A	1012824	13.9%
I	757527	10.4%
O	757527	10.4%
Ã	755647	10.4%
	755647	10.4%
D	504532	6.9%
M	504532	6.9%
N	252995	3.5%
T	251115	3.5%
Other values (4)	196406	2.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7261926	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	1513174	20.8%
A	1012824	13.9%
I	757527	10.4%
O	757527	10.4%
Ã	755647	10.4%
	755647	10.4%
D	504532	6.9%
M	504532	6.9%
N	252995	3.5%
T	251115	3.5%
Other values (4)	196406	2.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7261926	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	1513174	20.8%
A	1012824	13.9%
I	757527	10.4%
O	757527	10.4%
Ã	755647	10.4%
	755647	10.4%
D	504532	6.9%
M	504532	6.9%
N	252995	3.5%
T	251115	3.5%
Other values (4)	196406	2.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7261926	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	1513174	20.8%
A	1012824	13.9%
I	757527	10.4%
O	757527	10.4%
Ã	755647	10.4%
	755647	10.4%
D	504532	6.9%
M	504532	6.9%
N	252995	3.5%
T	251115	3.5%
Other values (4)	196406	2.7%

cole_cod_dane_establecimiento
Real number (ℝ)

High correlation

Distinct	10046
Distinct (%)	1.8%
Missing	67
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.1047974 × 10¹¹

Minimum	1.05001 × 10¹¹
Maximum	5.68432 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	1.05001 × 10¹¹
5-th percentile	1.05266 × 10¹¹
Q1	1.19001 × 10¹¹
median	1.7600101 × 10¹¹
Q3	3.11001 × 10¹¹
95-th percentile	3.76001 × 10¹¹
Maximum	5.68432 × 10¹¹
Range	4.63431 × 10¹¹
Interquartile range (IQR)	1.92 × 10¹¹

Descriptive statistics

Standard deviation	9.5373205 × 10¹⁰
Coefficient of variation (CV)	0.45312296
Kurtosis	-1.006629
Mean	2.1047974 × 10¹¹
Median Absolute Deviation (MAD)	6.4999992 × 10¹⁰
Skewness	0.54291174
Sum	1.2005701 × 10¹⁷
Variance	9.0960482 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.110011059 × 10¹¹	1119	0.2%
1.050010001 × 10¹¹	987	0.2%
3.050010079 × 10¹¹	765	0.1%
1.050010133 × 10¹¹	686	0.1%
3.110011054 × 10¹¹	675	0.1%
1.056150002 × 10¹¹	618	0.1%
4.050010169 × 10¹¹	595	0.1%
3.050010174 × 10¹¹	592	0.1%
1.110010247 × 10¹¹	587	0.1%
1.760010058 × 10¹¹	581	0.1%
Other values (10036)	563192	98.7%

Value	Count	Frequency (%)
1.05001 × 10¹¹	24	< 0.1%
1.05001 × 10¹¹	99	< 0.1%
1.050010001 × 10¹¹	987	0.2%
1.050010001 × 10¹¹	79	< 0.1%
1.050010001 × 10¹¹	25	< 0.1%
1.050010002 × 10¹¹	31	< 0.1%
1.050010002 × 10¹¹	75	< 0.1%
1.050010002 × 10¹¹	36	< 0.1%
1.050010003 × 10¹¹	172	< 0.1%
1.050010004 × 10¹¹	50	< 0.1%

Value	Count	Frequency (%)
5.684320013 × 10¹¹	7	< 0.1%
5.680010097 × 10¹¹	7	< 0.1%
5.25843 × 10¹¹	38	< 0.1%
5.19142 × 10¹¹	24	< 0.1%
5.19001 × 10¹¹	94	< 0.1%
4.99760001 × 10¹¹	7	< 0.1%
4.990010019 × 10¹¹	38	< 0.1%
4.990010012 × 10¹¹	16	< 0.1%
4.950010037 × 10¹¹	35	< 0.1%
4.86865001 × 10¹¹	12	< 0.1%

cole_cod_dane_sede
Real number (ℝ)

High correlation

Distinct	10290
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1172519 × 10¹¹

Minimum	1.05001 × 10¹¹
Maximum	8.54874 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	1.05001 × 10¹¹
5-th percentile	1.05266 × 10¹¹
Q1	1.19001 × 10¹¹
median	1.7600101 × 10¹¹
Q3	3.11001 × 10¹¹
95-th percentile	3.7600101 × 10¹¹
Maximum	8.54874 × 10¹¹
Range	7.49873 × 10¹¹
Interquartile range (IQR)	1.92 × 10¹¹

Descriptive statistics

Standard deviation	9.867031 × 10¹⁰
Coefficient of variation (CV)	0.4660301
Kurtosis	0.89127683
Mean	2.1172519 × 10¹¹
Median Absolute Deviation (MAD)	6.4999995 × 10¹⁰
Skewness	0.8320938
Sum	1.207816 × 10¹⁷
Variance	9.7358301 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.110011059 × 10¹¹	1119	0.2%
1.050010001 × 10¹¹	987	0.2%
3.050010079 × 10¹¹	765	0.1%
1.050010133 × 10¹¹	686	0.1%
3.110011054 × 10¹¹	675	0.1%
1.056150002 × 10¹¹	618	0.1%
4.050010169 × 10¹¹	595	0.1%
3.050010174 × 10¹¹	592	0.1%
1.110010247 × 10¹¹	587	0.1%
1.760010058 × 10¹¹	581	0.1%
Other values (10280)	563259	98.7%

Value	Count	Frequency (%)
1.05001 × 10¹¹	24	< 0.1%
1.05001 × 10¹¹	99	< 0.1%
1.050010001 × 10¹¹	987	0.2%
1.050010001 × 10¹¹	79	< 0.1%
1.050010001 × 10¹¹	25	< 0.1%
1.050010002 × 10¹¹	31	< 0.1%
1.050010002 × 10¹¹	75	< 0.1%
1.050010002 × 10¹¹	36	< 0.1%
1.050010003 × 10¹¹	172	< 0.1%
1.050010004 × 10¹¹	50	< 0.1%

Value	Count	Frequency (%)
8.54874 × 10¹¹	8	< 0.1%
8.47001 × 10¹¹	21	< 0.1%
8.47001 × 10¹¹	74	< 0.1%
8.47001 × 10¹¹	54	< 0.1%
8.47001 × 10¹¹	193	< 0.1%
8.180011 × 10¹¹	19	< 0.1%
8.180011 × 10¹¹	80	< 0.1%
8.180011 × 10¹¹	72	< 0.1%
8.180011 × 10¹¹	42	< 0.1%
8.1343 × 10¹¹	90	< 0.1%

cole_cod_depto_ubicacion
Real number (ℝ)

High correlation

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.948503

Minimum	5
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	11
median	20
Q3	54
95-th percentile	76
Maximum	99
Range	94
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	26.806804
Coefficient of variation (CV)	0.81359702
Kurtosis	-1.1906464
Mean	32.948503
Median Absolute Deviation (MAD)	15
Skewness	0.6146687
Sum	18795935
Variance	718.60475
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
11	96838	17.0%
5	76173	13.4%
76	49476	8.7%
25	37629	6.6%
8	30378	5.3%
68	26967	4.7%
13	24928	4.4%
23	18991	3.3%
52	18033	3.2%
73	17403	3.1%
Other values (23)	173648	30.4%

Value	Count	Frequency (%)
5	76173	13.4%
8	30378	5.3%
11	96838	17.0%
13	24928	4.4%
15	16837	3.0%
17	11279	2.0%
18	4063	0.7%
19	15449	2.7%
20	12213	2.1%
23	18991	3.3%

Value	Count	Frequency (%)
99	469	0.1%
97	379	0.1%
95	935	0.2%
94	209	< 0.1%
91	827	0.1%
88	701	0.1%
86	4358	0.8%
85	5884	1.0%
81	3017	0.5%
76	49476	8.7%

cole_cod_mcpio_ubicacion
Real number (ℝ)

High correlation

Distinct	1109
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33174.117

Minimum	5001
Maximum	99773
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	5001
5-th percentile	5001
Q1	11001
median	20238
Q3	54498
95-th percentile	76364
Maximum	99773
Range	94772
Interquartile range (IQR)	43497

Descriptive statistics

Standard deviation	26830.541
Coefficient of variation (CV)	0.80877935
Kurtosis	-1.193289
Mean	33174.117
Median Absolute Deviation (MAD)	14631
Skewness	0.61130231
Sum	1.892464 × 10¹⁰
Variance	7.1987793 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11001	96838	17.0%
5001	31127	5.5%
76001	26028	4.6%
8001	17104	3.0%
13001	13145	2.3%
54001	8944	1.6%
73001	7774	1.4%
68001	7028	1.2%
50001	6740	1.2%
25754	6701	1.2%
Other values (1099)	349035	61.2%

Value	Count	Frequency (%)
5001	31127	5.5%
5002	169	< 0.1%
5004	29	< 0.1%
5021	43	< 0.1%
5030	307	0.1%
5031	300	0.1%
5034	438	0.1%
5036	49	< 0.1%
5038	103	< 0.1%
5040	157	< 0.1%

Value	Count	Frequency (%)
99773	113	< 0.1%
99624	41	< 0.1%
99524	109	< 0.1%
99001	206	< 0.1%
97889	13	< 0.1%
97001	366	0.1%
95200	28	< 0.1%
95025	136	< 0.1%
95015	55	< 0.1%
95001	716	0.1%

cole_codigo_icfes
Real number (ℝ)

Distinct	12482
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	80665.562

Minimum	18
Maximum	631622
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	18
5-th percentile	5082
Q1	29215
median	80176
Q3	124750
95-th percentile	169920
Maximum	631622
Range	631604
Interquartile range (IQR)	95535

Descriptive statistics

Standard deviation	54457.391
Coefficient of variation (CV)	0.67510087
Kurtosis	-0.50155444
Mean	80665.562
Median Absolute Deviation (MAD)	47627
Skewness	0.24976406
Sum	4.6016799 × 10¹⁰
Variance	2.9656075 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59	987	0.2%
786	686	0.1%
79848	675	0.1%
164491	637	0.1%
88617	570	0.1%
156786	549	0.1%
83931	523	0.1%
164590	490	0.1%
145383	469	0.1%
1073	424	0.1%
Other values (12472)	564454	98.9%

Value	Count	Frequency (%)
18	5	< 0.1%
59	987	0.2%
75	47	< 0.1%
83	30	< 0.1%
91	77	< 0.1%
125	69	< 0.1%
141	113	< 0.1%
174	105	< 0.1%
182	109	< 0.1%
190	90	< 0.1%

Value	Count	Frequency (%)
631622	37	< 0.1%
197624	10	< 0.1%
197525	11	< 0.1%
197517	10	< 0.1%
197467	4	< 0.1%
197459	54	< 0.1%
197434	8	< 0.1%
197400	9	< 0.1%
197392	18	< 0.1%
197384	16	< 0.1%

cole_depto_ubicacion
Categorical

High correlation

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

BOGOTA	96838
ANTIOQUIA	76173
VALLE	49476
CUNDINAMARCA	37629
ATLANTICO	30378
Other values (28)	279970

Length

Max length	15
Median length	12
Mean length	7.4804107
Min length	4

Characters and Unicode

Total characters	4267305
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ANTIOQUIA
2nd row	BOGOTA
3rd row	HUILA
4th row	BOGOTA
5th row	BOLIVAR

Common Values

Value	Count	Frequency (%)
BOGOTA	96838	17.0%
ANTIOQUIA	76173	13.4%
VALLE	49476	8.7%
CUNDINAMARCA	37629	6.6%
ATLANTICO	30378	5.3%
SANTANDER	26967	4.7%
BOLIVAR	24928	4.4%
CORDOBA	18991	3.3%
NARIÃO	18033	3.2%
TOLIMA	17403	3.1%
Other values (23)	173648	30.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
bogota	96838	16.3%
antioquia	76173	12.8%
valle	49476	8.3%
santander	42681	7.2%
cundinamarca	37629	6.3%
atlantico	30378	5.1%
bolivar	24928	4.2%
cordoba	18991	3.2%
narião	18033	3.0%
tolima	17403	2.9%
Other values (25)	181567	30.6%

Most occurring characters

Value	Count	Frequency (%)
A	907975	21.3%
O	451538	10.6%
N	331477	7.8%
T	330000	7.7%
I	328374	7.7%
L	229709	5.4%
C	228781	5.4%
R	220756	5.2%
U	185947	4.4%
E	170562	4.0%
Other values (15)	882186	20.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4267305	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	907975	21.3%
O	451538	10.6%
N	331477	7.8%
T	330000	7.7%
I	328374	7.7%
L	229709	5.4%
C	228781	5.4%
R	220756	5.2%
U	185947	4.4%
E	170562	4.0%
Other values (15)	882186	20.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4267305	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	907975	21.3%
O	451538	10.6%
N	331477	7.8%
T	330000	7.7%
I	328374	7.7%
L	229709	5.4%
C	228781	5.4%
R	220756	5.2%
U	185947	4.4%
E	170562	4.0%
Other values (15)	882186	20.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4267305	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	907975	21.3%
O	451538	10.6%
N	331477	7.8%
T	330000	7.7%
I	328374	7.7%
L	229709	5.4%
C	228781	5.4%
R	220756	5.2%
U	185947	4.4%
E	170562	4.0%
Other values (15)	882186	20.7%

cole_genero
Categorical

Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

MIXTO	548502
FEMENINO	16938
MASCULINO	5024

Length

Max length	9
Median length	5
Mean length	5.1243023
Min length	5

Characters and Unicode

Total characters	2923230
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MIXTO
2nd row	MIXTO
3rd row	MIXTO
4th row	MIXTO
5th row	MIXTO

Common Values

Value	Count	Frequency (%)
MIXTO	548502	96.2%
FEMENINO	16938	3.0%
MASCULINO	5024	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
mixto	548502	96.2%
femenino	16938	3.0%
masculino	5024	0.9%

Most occurring characters

Value	Count	Frequency (%)
M	570464	19.5%
I	570464	19.5%
O	570464	19.5%
X	548502	18.8%
T	548502	18.8%
N	38900	1.3%
E	33876	1.2%
F	16938	0.6%
A	5024	0.2%
S	5024	0.2%
Other values (3)	15072	0.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2923230	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
M	570464	19.5%
I	570464	19.5%
O	570464	19.5%
X	548502	18.8%
T	548502	18.8%
N	38900	1.3%
E	33876	1.2%
F	16938	0.6%
A	5024	0.2%
S	5024	0.2%
Other values (3)	15072	0.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2923230	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
M	570464	19.5%
I	570464	19.5%
O	570464	19.5%
X	548502	18.8%
T	548502	18.8%
N	38900	1.3%
E	33876	1.2%
F	16938	0.6%
A	5024	0.2%
S	5024	0.2%
Other values (3)	15072	0.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2923230	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
M	570464	19.5%
I	570464	19.5%
O	570464	19.5%
X	548502	18.8%
T	548502	18.8%
N	38900	1.3%
E	33876	1.2%
F	16938	0.6%
A	5024	0.2%
S	5024	0.2%
Other values (3)	15072	0.5%

cole_jornada
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

MAÃANA	290675
COMPLETA	117098
TARDE	83517
NOCHE	39520
SABATINA	39429

Length

Max length	8
Median length	7
Mean length	6.8422389
Min length	5

Characters and Unicode

Total characters	3903251
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TARDE
2nd row	MAÃANA
3rd row	COMPLETA
4th row	COMPLETA
5th row	MAÃANA

Common Values

Value	Count	Frequency (%)
MAÃANA	290675	51.0%
COMPLETA	117098	20.5%
TARDE	83517	14.6%
NOCHE	39520	6.9%
SABATINA	39429	6.9%
UNICA	225	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
maãana	290675	51.0%
completa	117098	20.5%
tarde	83517	14.6%
noche	39520	6.9%
sabatina	39429	6.9%
unica	225	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
A	1191152	30.5%
M	407773	10.4%
N	369849	9.5%
Ã	290675	7.4%
	290675	7.4%
E	240135	6.2%
T	240044	6.1%
C	156843	4.0%
O	156618	4.0%
P	117098	3.0%
Other values (8)	442389	11.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3903251	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	1191152	30.5%
M	407773	10.4%
N	369849	9.5%
Ã	290675	7.4%
	290675	7.4%
E	240135	6.2%
T	240044	6.1%
C	156843	4.0%
O	156618	4.0%
P	117098	3.0%
Other values (8)	442389	11.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3903251	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	1191152	30.5%
M	407773	10.4%
N	369849	9.5%
Ã	290675	7.4%
	290675	7.4%
E	240135	6.2%
T	240044	6.1%
C	156843	4.0%
O	156618	4.0%
P	117098	3.0%
Other values (8)	442389	11.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3903251	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	1191152	30.5%
M	407773	10.4%
N	369849	9.5%
Ã	290675	7.4%
	290675	7.4%
E	240135	6.2%
T	240044	6.1%
C	156843	4.0%
O	156618	4.0%
P	117098	3.0%
Other values (8)	442389	11.3%

cole_mcpio_ubicacion
Text

Distinct	1026
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

Length

Max length	27
Median length	24
Mean length	9.0072187
Min length	3

Characters and Unicode

Total characters	5138294
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	LA CEJA
2nd row	BOGOTÃ D.C.
3rd row	IQUIRA
4th row	BOGOTÃ D.C.
5th row	MAGANGUE

Value	Count	Frequency (%)
bogotã	96838	12.5%
d.c	96838	12.5%
medellin	31127	4.0%
cali	26028	3.4%
san	17660	2.3%
barranquilla	17104	2.2%
cartagena	13364	1.7%
de	11879	1.5%
la	11410	1.5%
santa	9502	1.2%
Other values (1033)	440127	57.0%

Most occurring characters

Value	Count	Frequency (%)
A	743318	14.5%
O	431217	8.4%
E	315784	6.1%
I	312178	6.1%
L	305346	5.9%
C	304681	5.9%
N	259518	5.1%
R	257618	5.0%
T	251359	4.9%
D	216668	4.2%
Other values (24)	1740607	33.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5138294	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	743318	14.5%
O	431217	8.4%
E	315784	6.1%
I	312178	6.1%
L	305346	5.9%
C	304681	5.9%
N	259518	5.1%
R	257618	5.0%
T	251359	4.9%
D	216668	4.2%
Other values (24)	1740607	33.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5138294	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	743318	14.5%
O	431217	8.4%
E	315784	6.1%
I	312178	6.1%
L	305346	5.9%
C	304681	5.9%
N	259518	5.1%
R	257618	5.0%
T	251359	4.9%
D	216668	4.2%
Other values (24)	1740607	33.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5138294	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	743318	14.5%
O	431217	8.4%
E	315784	6.1%
I	312178	6.1%
L	305346	5.9%
C	304681	5.9%
N	259518	5.1%
R	257618	5.0%
T	251359	4.9%
D	216668	4.2%
Other values (24)	1740607	33.9%

cole_naturaleza
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

OFICIAL	407690
NO OFICIAL	162774

Length

Max length	10
Median length	7
Mean length	7.8560084
Min length	7

Characters and Unicode

Total characters	4481570
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	OFICIAL
2nd row	OFICIAL
3rd row	OFICIAL
4th row	NO OFICIAL
5th row	OFICIAL

Common Values

Value	Count	Frequency (%)
OFICIAL	407690	71.5%
NO OFICIAL	162774	28.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
oficial	570464	77.8%
no	162774	22.2%

Most occurring characters

Value	Count	Frequency (%)
I	1140928	25.5%
O	733238	16.4%
F	570464	12.7%
C	570464	12.7%
A	570464	12.7%
L	570464	12.7%
N	162774	3.6%
	162774	3.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4481570	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	1140928	25.5%
O	733238	16.4%
F	570464	12.7%
C	570464	12.7%
A	570464	12.7%
L	570464	12.7%
N	162774	3.6%
	162774	3.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4481570	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	1140928	25.5%
O	733238	16.4%
F	570464	12.7%
C	570464	12.7%
A	570464	12.7%
L	570464	12.7%
N	162774	3.6%
	162774	3.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4481570	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	1140928	25.5%
O	733238	16.4%
F	570464	12.7%
C	570464	12.7%
A	570464	12.7%
L	570464	12.7%
N	162774	3.6%
	162774	3.6%

cole_nombre_establecimiento
Text

Distinct	9110
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

Length

Max length	105
Median length	79
Mean length	34.661172
Min length	4

Characters and Unicode

Total characters	19772951
Distinct characters	65
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	25 ?
Unique (%)	< 0.1%

Sample

1st row	I. E. MONSEÃOR ALFONSO URIBE JARAMILLO
2nd row	COLEGIO INEM SANTIAGO PEREZ (IED)
3rd row	INSTITUCION EDUCATIVA KUE DSI J
4th row	COLEGIO SOLES DEL SABER
5th row	INST EDUC SAN SEBASTIAN DE MADRID

Value	Count	Frequency (%)
educativa	226402	8.4%
institucion	197666	7.3%
de	134216	5.0%
colegio	106225	3.9%
ied	51722	1.9%
col	47056	1.7%
san	46362	1.7%
inst	40612	1.5%
la	36272	1.3%
jose	33408	1.2%
Other values (5487)	1777102	65.9%

Most occurring characters

Value	Count	Frequency (%)
	2155274	10.9%
I	2115130	10.7%
A	2033046	10.3%
E	1635355	8.3%
O	1453876	7.4%
N	1318638	6.7%
T	1306007	6.6%
C	1225104	6.2%
S	925089	4.7%
R	873977	4.4%
Other values (55)	4731455	23.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19772951	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2155274	10.9%
I	2115130	10.7%
A	2033046	10.3%
E	1635355	8.3%
O	1453876	7.4%
N	1318638	6.7%
T	1306007	6.6%
C	1225104	6.2%
S	925089	4.7%
R	873977	4.4%
Other values (55)	4731455	23.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19772951	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2155274	10.9%
I	2115130	10.7%
A	2033046	10.3%
E	1635355	8.3%
O	1453876	7.4%
N	1318638	6.7%
T	1306007	6.6%
C	1225104	6.2%
S	925089	4.7%
R	873977	4.4%
Other values (55)	4731455	23.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19772951	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2155274	10.9%
I	2115130	10.7%
A	2033046	10.3%
E	1635355	8.3%
O	1453876	7.4%
N	1318638	6.7%
T	1306007	6.6%
C	1225104	6.2%
S	925089	4.7%
R	873977	4.4%
Other values (55)	4731455	23.9%

cole_nombre_sede
Text

Distinct	9625
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

Length

Max length	101
Median length	79
Mean length	32.049991
Min length	3

Characters and Unicode

Total characters	18283366
Distinct characters	79
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	31 ?
Unique (%)	< 0.1%

Sample

1st row	I. E. MONSEÃOR ALFONSO URIBE JARAMILLO
2nd row	INEM SANTIAGO PEREZ
3rd row	KUE DSI J
4th row	COL SOLES DEL SABER
5th row	SAN SEBASTIAN DE MADRID

Value	Count	Frequency (%)
de	133462	4.7%
sede	110403	3.9%
	102181	3.6%
col	94938	3.4%
principal	88931	3.2%
educativa	80208	2.8%
institucion	66488	2.4%
colegio	64636	2.3%
educ	63929	2.3%
inst	60760	2.2%
Other values (5903)	1955003	69.3%

Most occurring characters

Value	Count	Frequency (%)
	2276917	12.5%
A	1769405	9.7%
E	1659125	9.1%
I	1649618	9.0%
O	1272020	7.0%
N	1131167	6.2%
C	1075410	5.9%
S	939509	5.1%
L	925020	5.1%
R	924819	5.1%
Other values (69)	4660356	25.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	18283366	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2276917	12.5%
A	1769405	9.7%
E	1659125	9.1%
I	1649618	9.0%
O	1272020	7.0%
N	1131167	6.2%
C	1075410	5.9%
S	939509	5.1%
L	925020	5.1%
R	924819	5.1%
Other values (69)	4660356	25.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	18283366	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2276917	12.5%
A	1769405	9.7%
E	1659125	9.1%
I	1649618	9.0%
O	1272020	7.0%
N	1131167	6.2%
C	1075410	5.9%
S	939509	5.1%
L	925020	5.1%
R	924819	5.1%
Other values (69)	4660356	25.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	18283366	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2276917	12.5%
A	1769405	9.7%
E	1659125	9.1%
I	1649618	9.0%
O	1272020	7.0%
N	1131167	6.2%
C	1075410	5.9%
S	939509	5.1%
L	925020	5.1%
R	924819	5.1%
Other values (69)	4660356	25.5%

cole_sede_principal
Categorical

High correlation Imbalance

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

S	558286
N	11776
SIETE DE AGOSTO"	120
COMUNA 17"	111
INDUSTRIAL Y TECNOLÃGICO ICIT"	66
Other values (5)	105

Length

Max length	49
Median length	1
Mean length	1.0129701
Min length	1

Characters and Unicode

Total characters	577863
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	S
2nd row	S
3rd row	S
4th row	S
5th row	S

Common Values

Value	Count	Frequency (%)
S	558286	97.9%
N	11776	2.1%
SIETE DE AGOSTO"	120	< 0.1%
COMUNA 17"	111	< 0.1%
INDUSTRIAL Y TECNOLÃGICO ICIT"	66	< 0.1%
EMPRESARIAL DE LOS ANDES"	41	< 0.1%
VALOR	23	< 0.1%
HNAS DE NSTRA SRA PAZ"	16	< 0.1%
INSTITUCION EDUCATIVA RAFAEL NUÂ¿EZ DE SAN ANDRES	16	< 0.1%
TOCOTA"	9	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
s	558286	97.7%
n	11776	2.1%
de	193	< 0.1%
siete	120	< 0.1%
agosto	120	< 0.1%
comuna	111	< 0.1%
17	111	< 0.1%
industrial	66	< 0.1%
y	66	< 0.1%
tecnolãgico	66	< 0.1%
Other values (16)	381	0.1%

Most occurring characters

Value	Count	Frequency (%)
S	558811	96.7%
N	12172	2.1%
	1218	0.2%
E	686	0.1%
A	612	0.1%
O	581	0.1%
I	555	0.1%
T	520	0.1%
"	363	0.1%
C	350	0.1%
Other values (18)	1995	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	577863	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	558811	96.7%
N	12172	2.1%
	1218	0.2%
E	686	0.1%
A	612	0.1%
O	581	0.1%
I	555	0.1%
T	520	0.1%
"	363	0.1%
C	350	0.1%
Other values (18)	1995	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	577863	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	558811	96.7%
N	12172	2.1%
	1218	0.2%
E	686	0.1%
A	612	0.1%
O	581	0.1%
I	555	0.1%
T	520	0.1%
"	363	0.1%
C	350	0.1%
Other values (18)	1995	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	577863	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	558811	96.7%
N	12172	2.1%
	1218	0.2%
E	686	0.1%
A	612	0.1%
O	581	0.1%
I	555	0.1%
T	520	0.1%
"	363	0.1%
C	350	0.1%
Other values (18)	1995	0.3%

estu_cod_depto_presentacion
Real number (ℝ)

High correlation

Distinct	33
Distinct (%)	< 0.1%
Missing	488
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	32.858961

Minimum	5
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	11
median	20
Q3	54
95-th percentile	76
Maximum	99
Range	94
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	26.837899
Coefficient of variation (CV)	0.81676045
Kurtosis	-1.1859606
Mean	32.858961
Median Absolute Deviation (MAD)	15
Skewness	0.6201383
Sum	18728819
Variance	720.27285
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
11	98609	17.3%
5	76149	13.3%
76	49367	8.7%
25	35301	6.2%
8	31088	5.4%
68	26887	4.7%
13	24132	4.2%
23	18960	3.3%
52	18118	3.2%
15	17306	3.0%
Other values (23)	174059	30.5%

Value	Count	Frequency (%)
5	76149	13.3%
8	31088	5.4%
11	98609	17.3%
13	24132	4.2%
15	17306	3.0%
17	11892	2.1%
18	4146	0.7%
19	14892	2.6%
20	12362	2.2%
23	18960	3.3%

Value	Count	Frequency (%)
99	475	0.1%
97	378	0.1%
95	985	0.2%
94	208	< 0.1%
91	825	0.1%
88	708	0.1%
86	4360	0.8%
85	5965	1.0%
81	3179	0.6%
76	49367	8.7%

estu_cod_mcpio_presentacion
Real number (ℝ)

High correlation

Distinct	468
Distinct (%)	0.1%
Missing	109
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	33041.56

Minimum	8
Maximum	99773
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	8
5-th percentile	5001
Q1	11001
median	20011
Q3	54498
95-th percentile	76364
Maximum	99773
Range	99765
Interquartile range (IQR)	43497

Descriptive statistics

Standard deviation	26868.783
Coefficient of variation (CV)	0.81318145
Kurtosis	-1.1868981
Mean	33041.56
Median Absolute Deviation (MAD)	14470
Skewness	0.61786312
Sum	1.8845419 × 10¹⁰
Variance	7.2193152 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11001	98609	17.3%
5001	29946	5.2%
76001	26008	4.6%
8001	18990	3.3%
13001	14333	2.5%
54001	9698	1.7%
73001	8750	1.5%
68001	8160	1.4%
50001	7100	1.2%
52001	7100	1.2%
Other values (458)	341661	59.9%

Value	Count	Frequency (%)
8	1	< 0.1%
11	16	< 0.1%
13	5	< 0.1%
19	1	< 0.1%
41	41	< 0.1%
70	10	< 0.1%
76	304	0.1%
86	1	< 0.1%
5001	29946	5.2%
5002	199	< 0.1%

Value	Count	Frequency (%)
99773	101	< 0.1%
99624	54	< 0.1%
99524	111	< 0.1%
99001	209	< 0.1%
97889	13	< 0.1%
97666	26	< 0.1%
97161	30	< 0.1%
97001	309	0.1%
95200	28	< 0.1%
95025	106	< 0.1%

estu_cod_reside_depto
Real number (ℝ)

High correlation Skewed

Distinct	46
Distinct (%)	< 0.1%
Missing	5
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	78.368624

Minimum	5
Maximum	99999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	11
median	20
Q3	54
95-th percentile	76
Maximum	99999
Range	99994
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	1821.5
Coefficient of variation (CV)	23.24272
Kurtosis	1687.6891
Mean	78.368624
Median Absolute Deviation (MAD)	15
Skewness	40.903165
Sum	44706087
Variance	3317862.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
11	97959	17.2%
5	76221	13.4%
76	49403	8.7%
25	36355	6.4%
8	30314	5.3%
68	26631	4.7%
13	24865	4.4%
23	19026	3.3%
52	18037	3.2%
73	17502	3.1%
Other values (36)	174146	30.5%

Value	Count	Frequency (%)
5	76221	13.4%
8	30314	5.3%
11	97959	17.2%
13	24865	4.4%
15	16964	3.0%
17	11455	2.0%
18	4049	0.7%
19	15235	2.7%
20	12210	2.1%
23	19026	3.3%

Value	Count	Frequency (%)
99999	1	< 0.1%
86320	1	< 0.1%
76233	9	< 0.1%
76001	295	0.1%
70717	2	< 0.1%
70215	3	< 0.1%
70001	5	< 0.1%
41001	41	< 0.1%
19001	1	< 0.1%
13430	3	< 0.1%

estu_cod_reside_mcpio
Real number (ℝ)

High correlation

Distinct	1120
Distinct (%)	0.2%
Missing	5
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	33111.624

Minimum	11
Maximum	99999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	11
5-th percentile	5001
Q1	11001
median	20060
Q3	54498
95-th percentile	76364
Maximum	99999
Range	99988
Interquartile range (IQR)	43497

Descriptive statistics

Standard deviation	26857.885
Coefficient of variation (CV)	0.81113161
Kurtosis	-1.1903959
Mean	33111.624
Median Absolute Deviation (MAD)	14481
Skewness	0.6144028
Sum	1.8888824 × 10¹⁰
Variance	7.2134601 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11001	97959	17.2%
5001	30754	5.4%
76001	25594	4.5%
8001	17221	3.0%
13001	13193	2.3%
54001	8925	1.6%
73001	7842	1.4%
25754	6782	1.2%
68001	6745	1.2%
50001	6656	1.2%
Other values (1110)	348788	61.1%

Value	Count	Frequency (%)
11	16	< 0.1%
13	16	< 0.1%
19	2	< 0.1%
41	41	< 0.1%
76	303	0.1%
86	1	< 0.1%
5001	30754	5.4%
5002	205	< 0.1%
5004	32	< 0.1%
5021	43	< 0.1%

Value	Count	Frequency (%)
99999	1	< 0.1%
99773	114	< 0.1%
99624	42	< 0.1%
99524	110	< 0.1%
99001	207	< 0.1%
97889	13	< 0.1%
97666	26	< 0.1%
97161	30	< 0.1%
97001	310	0.1%
95200	29	< 0.1%

estu_depto_presentacion
Categorical

High correlation

Distinct	42
Distinct (%)	< 0.1%
Missing	86
Missing (%)	< 0.1%
Memory size	4.4 MiB

BOGOTÃ	98609
ANTIOQUIA	76149
VALLE	49367
CUNDINAMARCA	35301
ATLANTICO	31088
Other values (37)	279864

Length

Max length	15
Median length	12
Mean length	7.6314216
Min length	2

Characters and Unicode

Total characters	4352795
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	ANTIOQUIA
2nd row	BOGOTÃ
3rd row	HUILA
4th row	BOGOTÃ
5th row	BOLIVAR

Common Values

Value	Count	Frequency (%)
BOGOTÃ	98609	17.3%
ANTIOQUIA	76149	13.3%
VALLE	49367	8.7%
CUNDINAMARCA	35301	6.2%
ATLANTICO	31088	5.4%
SANTANDER	26887	4.7%
BOLIVAR	24132	4.2%
CORDOBA	18960	3.3%
NARIÃO	18118	3.2%
BOYACA	17306	3.0%
Other values (32)	174461	30.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
bogotã	98609	16.6%
antioquia	76149	12.8%
valle	49367	8.3%
santander	42667	7.2%
cundinamarca	35301	5.9%
atlantico	31088	5.2%
bolivar	24132	4.1%
cordoba	18960	3.2%
narião	18118	3.0%
boyaca	17306	2.9%
Other values (34)	182361	30.7%

Most occurring characters

Value	Count	Frequency (%)
A	805950	18.5%
O	454810	10.4%
T	332840	7.6%
N	327413	7.5%
I	325419	7.5%
L	229482	5.3%
C	225047	5.2%
R	218083	5.0%
U	183206	4.2%
E	170613	3.9%
Other values (26)	1079932	24.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4352795	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	805950	18.5%
O	454810	10.4%
T	332840	7.6%
N	327413	7.5%
I	325419	7.5%
L	229482	5.3%
C	225047	5.2%
R	218083	5.0%
U	183206	4.2%
E	170613	3.9%
Other values (26)	1079932	24.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4352795	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	805950	18.5%
O	454810	10.4%
T	332840	7.6%
N	327413	7.5%
I	325419	7.5%
L	229482	5.3%
C	225047	5.2%
R	218083	5.0%
U	183206	4.2%
E	170613	3.9%
Other values (26)	1079932	24.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4352795	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	805950	18.5%
O	454810	10.4%
T	332840	7.6%
N	327413	7.5%
I	325419	7.5%
L	229482	5.3%
C	225047	5.2%
R	218083	5.0%
U	183206	4.2%
E	170613	3.9%
Other values (26)	1079932	24.8%

estu_depto_reside
Categorical

High correlation

Distinct	36
Distinct (%)	< 0.1%
Missing	5
Missing (%)	< 0.1%
Memory size	4.4 MiB

BOGOTÃ	97975
ANTIOQUIA	76221
VALLE	49707
CUNDINAMARCA	36355
ATLANTICO	30315
Other values (31)	279886

Length

Max length	15
Median length	12
Mean length	7.6386454
Min length	4

Characters and Unicode

Total characters	4357534
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	ANTIOQUIA
2nd row	BOGOTÃ
3rd row	HUILA
4th row	BOGOTÃ
5th row	BOLIVAR

Common Values

Value	Count	Frequency (%)
BOGOTÃ	97975	17.2%
ANTIOQUIA	76221	13.4%
VALLE	49707	8.7%
CUNDINAMARCA	36355	6.4%
ATLANTICO	30315	5.3%
SANTANDER	26631	4.7%
BOLIVAR	24870	4.4%
CORDOBA	19026	3.3%
NARIÃO	18037	3.2%
TOLIMA	17502	3.1%
Other values (26)	173820	30.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
bogotã	97975	16.5%
antioquia	76221	12.8%
valle	49707	8.4%
santander	42373	7.1%
cundinamarca	36355	6.1%
atlantico	30315	5.1%
bolivar	24870	4.2%
cordoba	19026	3.2%
narião	18037	3.0%
tolima	17502	2.9%
Other values (28)	181811	30.6%

Most occurring characters

Value	Count	Frequency (%)
A	807718	18.5%
O	453989	10.4%
T	330778	7.6%
N	328450	7.5%
I	327012	7.5%
L	230456	5.3%
C	226104	5.2%
R	219348	5.0%
U	184454	4.2%
E	170565	3.9%
Other values (21)	1078660	24.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4357534	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	807718	18.5%
O	453989	10.4%
T	330778	7.6%
N	328450	7.5%
I	327012	7.5%
L	230456	5.3%
C	226104	5.2%
R	219348	5.0%
U	184454	4.2%
E	170565	3.9%
Other values (21)	1078660	24.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4357534	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	807718	18.5%
O	453989	10.4%
T	330778	7.6%
N	328450	7.5%
I	327012	7.5%
L	230456	5.3%
C	226104	5.2%
R	219348	5.0%
U	184454	4.2%
E	170565	3.9%
Other values (21)	1078660	24.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4357534	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	807718	18.5%
O	453989	10.4%
T	330778	7.6%
N	328450	7.5%
I	327012	7.5%
L	230456	5.3%
C	226104	5.2%
R	219348	5.0%
U	184454	4.2%
E	170565	3.9%
Other values (21)	1078660	24.8%

estu_estadoinvestigacion
Categorical

High correlation Imbalance

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

PUBLICAR	569133
VALIDEZ OFICINA JURÃDICA	920
VALLE	303
HUILA	41
CALDAS	23
Other values (5)	44

Length

Max length	27
Median length	8
Mean length	8.0257597
Min length	5

Characters and Unicode

Total characters	4578407
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	PUBLICAR
2nd row	PUBLICAR
3rd row	PUBLICAR
4th row	PUBLICAR
5th row	PUBLICAR

Common Values

Value	Count	Frequency (%)
PUBLICAR	569133	99.8%
VALIDEZ OFICINA JURÃDICA	920	0.2%
VALLE	303	0.1%
HUILA	41	< 0.1%
CALDAS	23	< 0.1%
BOGOTÃ	16	< 0.1%
BOLIVAR	16	< 0.1%
PRESENTE CON LECTURA TARDIA	9	< 0.1%
CAUCA	2	< 0.1%
PUTUMAYO	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
publicar	569133	99.4%
validez	920	0.2%
oficina	920	0.2%
jurãdica	920	0.2%
valle	303	0.1%
huila	41	< 0.1%
caldas	23	< 0.1%
bogotã	16	< 0.1%
bolivar	16	< 0.1%
presente	9	< 0.1%
Other values (5)	30	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
I	572879	12.5%
A	572331	12.5%
C	571018	12.5%
L	570748	12.5%
U	570107	12.5%
R	570096	12.5%
B	569165	12.4%
P	569143	12.4%
D	1872	< 0.1%
	1867	< 0.1%
Other values (16)	9181	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4578407	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	572879	12.5%
A	572331	12.5%
C	571018	12.5%
L	570748	12.5%
U	570107	12.5%
R	570096	12.5%
B	569165	12.4%
P	569143	12.4%
D	1872	< 0.1%
	1867	< 0.1%
Other values (16)	9181	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4578407	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	572879	12.5%
A	572331	12.5%
C	571018	12.5%
L	570748	12.5%
U	570107	12.5%
R	570096	12.5%
B	569165	12.4%
P	569143	12.4%
D	1872	< 0.1%
	1867	< 0.1%
Other values (16)	9181	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4578407	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	572879	12.5%
A	572331	12.5%
C	571018	12.5%
L	570748	12.5%
U	570107	12.5%
R	570096	12.5%
B	569165	12.4%
P	569143	12.4%
D	1872	< 0.1%
	1867	< 0.1%
Other values (16)	9181	0.2%

estu_estudiante
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

ESTUDIANTE	570062
PUBLICAR	379
CALDAS	23

Length

Max length	10
Median length	10
Mean length	9.99851
Min length	6

Characters and Unicode

Total characters	5703790
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ESTUDIANTE
2nd row	ESTUDIANTE
3rd row	ESTUDIANTE
4th row	ESTUDIANTE
5th row	ESTUDIANTE

Common Values

Value	Count	Frequency (%)
ESTUDIANTE	570062	99.9%
PUBLICAR	379	0.1%
CALDAS	23	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
estudiante	570062	99.9%
publicar	379	0.1%
caldas	23	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
E	1140124	20.0%
T	1140124	20.0%
A	570487	10.0%
U	570441	10.0%
I	570441	10.0%
S	570085	10.0%
D	570085	10.0%
N	570062	10.0%
L	402	< 0.1%
C	402	< 0.1%
Other values (3)	1137	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5703790	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
E	1140124	20.0%
T	1140124	20.0%
A	570487	10.0%
U	570441	10.0%
I	570441	10.0%
S	570085	10.0%
D	570085	10.0%
N	570062	10.0%
L	402	< 0.1%
C	402	< 0.1%
Other values (3)	1137	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5703790	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
E	1140124	20.0%
T	1140124	20.0%
A	570487	10.0%
U	570441	10.0%
I	570441	10.0%
S	570085	10.0%
D	570085	10.0%
N	570062	10.0%
L	402	< 0.1%
C	402	< 0.1%
Other values (3)	1137	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5703790	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
E	1140124	20.0%
T	1140124	20.0%
A	570487	10.0%
U	570441	10.0%
I	570441	10.0%
S	570085	10.0%
D	570085	10.0%
N	570062	10.0%
L	402	< 0.1%
C	402	< 0.1%
Other values (3)	1137	< 0.1%

estu_fechanacimiento
Text

Distinct	12852
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

Length

Max length	10
Median length	10
Mean length	9.9999194
Min length	8

Characters and Unicode

Total characters	5704594
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3737 ?
Unique (%)	0.7%

Sample

1st row	25/03/1998
2nd row	03/08/1998
3rd row	14/01/1996
4th row	16/10/1998
5th row	19/03/1996

Value	Count	Frequency (%)
18/09/1998	822	0.1%
17/09/1998	821	0.1%
21/09/1998	820	0.1%
22/09/1998	811	0.1%
15/09/1998	797	0.1%
02/10/1998	795	0.1%
06/10/1998	790	0.1%
11/11/1998	782	0.1%
18/12/1998	777	0.1%
10/09/1998	773	0.1%
Other values (12842)	562476	98.6%

Most occurring characters

Value	Count	Frequency (%)
9	1334625	23.4%
/	1140124	20.0%
1	1061970	18.6%
0	724970	12.7%
2	345236	6.1%
8	330922	5.8%
7	228543	4.0%
6	158893	2.8%
3	137529	2.4%
5	126061	2.2%
Other values (14)	115721	2.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5704594	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
9	1334625	23.4%
/	1140124	20.0%
1	1061970	18.6%
0	724970	12.7%
2	345236	6.1%
8	330922	5.8%
7	228543	4.0%
6	158893	2.8%
3	137529	2.4%
5	126061	2.2%
Other values (14)	115721	2.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5704594	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
9	1334625	23.4%
/	1140124	20.0%
1	1061970	18.6%
0	724970	12.7%
2	345236	6.1%
8	330922	5.8%
7	228543	4.0%
6	158893	2.8%
3	137529	2.4%
5	126061	2.2%
Other values (14)	115721	2.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5704594	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
9	1334625	23.4%
/	1140124	20.0%
1	1061970	18.6%
0	724970	12.7%
2	345236	6.1%
8	330922	5.8%
7	228543	4.0%
6	158893	2.8%
3	137529	2.4%
5	126061	2.2%
Other values (14)	115721	2.0%

estu_genero
Text

Distinct	337
Distinct (%)	0.1%
Missing	2434
Missing (%)	0.4%
Memory size	4.4 MiB

Length

Max length	10
Median length	1
Mean length	1.0063694
Min length	1

Characters and Unicode

Total characters	571648
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	297 ?
Unique (%)	0.1%

Sample

1st row	M
2nd row	M
3rd row	M
4th row	M
5th row	F

Value	Count	Frequency (%)
f	310373	54.6%
m	257255	45.3%
estudiante	23	< 0.1%
04/10/1997	4	< 0.1%
28/01/1997	4	< 0.1%
02/05/1998	3	< 0.1%
29/01/1997	3	< 0.1%
22/11/1997	3	< 0.1%
21/12/1997	3	< 0.1%
13/09/1998	2	< 0.1%
Other values (327)	357	0.1%

Most occurring characters

Value	Count	Frequency (%)
F	310373	54.3%
M	257255	45.0%
9	854	0.1%
/	758	0.1%
1	698	0.1%
0	487	0.1%
2	220	< 0.1%
8	195	< 0.1%
7	184	< 0.1%
6	127	< 0.1%
Other values (11)	497	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	571648	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
F	310373	54.3%
M	257255	45.0%
9	854	0.1%
/	758	0.1%
1	698	0.1%
0	487	0.1%
2	220	< 0.1%
8	195	< 0.1%
7	184	< 0.1%
6	127	< 0.1%
Other values (11)	497	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	571648	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
F	310373	54.3%
M	257255	45.0%
9	854	0.1%
/	758	0.1%
1	698	0.1%
0	487	0.1%
2	220	< 0.1%
8	195	< 0.1%
7	184	< 0.1%
6	127	< 0.1%
Other values (11)	497	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	571648	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
F	310373	54.3%
M	257255	45.0%
9	854	0.1%
/	758	0.1%
1	698	0.1%
0	487	0.1%
2	220	< 0.1%
8	195	< 0.1%
7	184	< 0.1%
6	127	< 0.1%
Other values (11)	497	0.1%

estu_mcpio_presentacion
Text

Distinct	469
Distinct (%)	0.1%
Missing	88
Missing (%)	< 0.1%
Memory size	4.4 MiB

Length

Max length	28
Median length	25
Mean length	9.7062552
Min length	1

Characters and Unicode

Total characters	5536215
Distinct characters	46
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23 ?
Unique (%)	< 0.1%

Sample

1st row	LA CEJA
2nd row	BOGOTÃ D.C.
3rd row	LA PLATA
4th row	BOGOTÃ D.C.
5th row	MAGANGUÃ

Value	Count	Frequency (%)
bogotã	98609	12.0%
d.c	98609	12.0%
de	37926	4.6%
medellãn	29946	3.7%
cali	26008	3.2%
san	20075	2.5%
barranquilla	18990	2.3%
cartagena	14561	1.8%
indias	14333	1.8%
la	11900	1.5%
Other values (493)	447950	54.7%

Most occurring characters

Value	Count	Frequency (%)
A	756518	13.7%
O	406007	7.3%
E	306992	5.5%
C	306284	5.5%
L	300278	5.4%
I	285159	5.2%
N	280570	5.1%
D	260101	4.7%
Ã	259593	4.7%
R	258463	4.7%
Other values (36)	2116250	38.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5536215	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	756518	13.7%
O	406007	7.3%
E	306992	5.5%
C	306284	5.5%
L	300278	5.4%
I	285159	5.2%
N	280570	5.1%
D	260101	4.7%
Ã	259593	4.7%
R	258463	4.7%
Other values (36)	2116250	38.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5536215	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	756518	13.7%
O	406007	7.3%
E	306992	5.5%
C	306284	5.5%
L	300278	5.4%
I	285159	5.2%
N	280570	5.1%
D	260101	4.7%
Ã	259593	4.7%
R	258463	4.7%
Other values (36)	2116250	38.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5536215	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	756518	13.7%
O	406007	7.3%
E	306992	5.5%
C	306284	5.5%
L	300278	5.4%
I	285159	5.2%
N	280570	5.1%
D	260101	4.7%
Ã	259593	4.7%
R	258463	4.7%
Other values (36)	2116250	38.2%

estu_mcpio_reside
Text

Distinct	1033
Distinct (%)	0.2%
Missing	5
Missing (%)	< 0.1%
Memory size	4.4 MiB

Length

Max length	28
Median length	26
Mean length	9.6250283
Min length	1

Characters and Unicode

Total characters	5490684
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	LA CEJA
2nd row	BOGOTÃ D.C.
3rd row	ÃQUIRA
4th row	BOGOTÃ D.C.
5th row	MAGANGUÃ

Value	Count	Frequency (%)
bogotã	97975	12.0%
d.c	97975	12.0%
de	33420	4.1%
medellãn	30754	3.8%
cali	25889	3.2%
san	21535	2.6%
barranquilla	17222	2.1%
cartagena	13416	1.6%
indias	13195	1.6%
la	10678	1.3%
Other values (1023)	452450	55.5%

Most occurring characters

Value	Count	Frequency (%)
A	735163	13.4%
O	412684	7.5%
E	315754	5.8%
L	306834	5.6%
C	304781	5.6%
N	278834	5.1%
I	275776	5.0%
R	259255	4.7%
D	258016	4.7%
Ã	256983	4.7%
Other values (26)	2086604	38.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5490684	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	735163	13.4%
O	412684	7.5%
E	315754	5.8%
L	306834	5.6%
C	304781	5.6%
N	278834	5.1%
I	275776	5.0%
R	259255	4.7%
D	258016	4.7%
Ã	256983	4.7%
Other values (26)	2086604	38.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5490684	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	735163	13.4%
O	412684	7.5%
E	315754	5.8%
L	306834	5.6%
C	304781	5.6%
N	278834	5.1%
I	275776	5.0%
R	259255	4.7%
D	258016	4.7%
Ã	256983	4.7%
Other values (26)	2086604	38.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5490684	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	735163	13.4%
O	412684	7.5%
E	315754	5.8%
L	306834	5.6%
C	304781	5.6%
N	278834	5.1%
I	275776	5.0%
R	259255	4.7%
D	258016	4.7%
Ã	256983	4.7%
Other values (26)	2086604	38.0%

estu_nacionalidad
Text

Distinct	64
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

Length

Max length	42
Median length	8
Mean length	7.9986625
Min length	4

Characters and Unicode

Total characters	4562949
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	31 ?
Unique (%)	< 0.1%

Sample

1st row	COLOMBIA
2nd row	COLOMBIA
3rd row	COLOMBIA
4th row	COLOMBIA
5th row	COLOMBIA

Value	Count	Frequency (%)
colombia	569706	99.8%
cali	294	0.1%
venezuela	84	< 0.1%
unidos	54	< 0.1%
estados	53	< 0.1%
neiva	41	< 0.1%
del	25	< 0.1%
ecuador	23	< 0.1%
corea	23	< 0.1%
espaãa	18	< 0.1%
Other values (74)	289	0.1%

Most occurring characters

Value	Count	Frequency (%)
O	1139710	25.0%
A	570511	12.5%
I	570250	12.5%
C	570182	12.5%
L	570171	12.5%
B	569775	12.5%
M	569774	12.5%
E	519	< 0.1%
N	308	< 0.1%
S	237	< 0.1%
Other values (24)	1512	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4562949	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	1139710	25.0%
A	570511	12.5%
I	570250	12.5%
C	570182	12.5%
L	570171	12.5%
B	569775	12.5%
M	569774	12.5%
E	519	< 0.1%
N	308	< 0.1%
S	237	< 0.1%
Other values (24)	1512	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4562949	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	1139710	25.0%
A	570511	12.5%
I	570250	12.5%
C	570182	12.5%
L	570171	12.5%
B	569775	12.5%
M	569774	12.5%
E	519	< 0.1%
N	308	< 0.1%
S	237	< 0.1%
Other values (24)	1512	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4562949	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	1139710	25.0%
A	570511	12.5%
I	570250	12.5%
C	570182	12.5%
L	570171	12.5%
B	569775	12.5%
M	569774	12.5%
E	519	< 0.1%
N	308	< 0.1%
S	237	< 0.1%
Other values (24)	1512	< 0.1%

estu_pais_reside
Text

Distinct	56
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

Length

Max length	42
Median length	8
Mean length	8.0008765
Min length	4

Characters and Unicode

Total characters	4564212
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	29 ?
Unique (%)	< 0.1%

Sample

1st row	COLOMBIA
2nd row	COLOMBIA
3rd row	COLOMBIA
4th row	COLOMBIA
5th row	COLOMBIA

Value	Count	Frequency (%)
colombia	570085	99.9%
venezuela	84	< 0.1%
unidos	54	< 0.1%
estados	53	< 0.1%
del	24	< 0.1%
ecuador	23	< 0.1%
corea	23	< 0.1%
chinchinã	22	< 0.1%
espaãa	18	< 0.1%
sur	14	< 0.1%
Other values (64)	192	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
O	1140417	25.0%
A	570501	12.5%
I	570302	12.5%
C	570250	12.5%
L	570244	12.5%
M	570144	12.5%
B	570122	12.5%
E	467	< 0.1%
N	274	< 0.1%
S	229	< 0.1%
Other values (23)	1262	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4564212	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	1140417	25.0%
A	570501	12.5%
I	570302	12.5%
C	570250	12.5%
L	570244	12.5%
M	570144	12.5%
B	570122	12.5%
E	467	< 0.1%
N	274	< 0.1%
S	229	< 0.1%
Other values (23)	1262	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4564212	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	1140417	25.0%
A	570501	12.5%
I	570302	12.5%
C	570250	12.5%
L	570244	12.5%
M	570144	12.5%
B	570122	12.5%
E	467	< 0.1%
N	274	< 0.1%
S	229	< 0.1%
Other values (23)	1262	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4564212	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	1140417	25.0%
A	570501	12.5%
I	570302	12.5%
C	570250	12.5%
L	570244	12.5%
M	570144	12.5%
B	570122	12.5%
E	467	< 0.1%
N	274	< 0.1%
S	229	< 0.1%
Other values (23)	1262	< 0.1%

estu_privado_libertad
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

N	570038
COLOMBIA	402
S	24

Length

Max length	8
Median length	1
Mean length	1.0049328
Min length	1

Characters and Unicode

Total characters	573278
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	N
2nd row	N
3rd row	N
4th row	N
5th row	N

Common Values

Value	Count	Frequency (%)
N	570038	99.9%
COLOMBIA	402	0.1%
S	24	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	570038	99.9%
colombia	402	0.1%
s	24	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
N	570038	99.4%
O	804	0.1%
C	402	0.1%
L	402	0.1%
M	402	0.1%
B	402	0.1%
I	402	0.1%
A	402	0.1%
S	24	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	573278	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	570038	99.4%
O	804	0.1%
C	402	0.1%
L	402	0.1%
M	402	0.1%
B	402	0.1%
I	402	0.1%
A	402	0.1%
S	24	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	573278	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	570038	99.4%
O	804	0.1%
C	402	0.1%
L	402	0.1%
M	402	0.1%
B	402	0.1%
I	402	0.1%
A	402	0.1%
S	24	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	573278	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	570038	99.4%
O	804	0.1%
C	402	0.1%
L	402	0.1%
M	402	0.1%
B	402	0.1%
I	402	0.1%
A	402	0.1%
S	24	< 0.1%

fami_cuartoshogar
Categorical

High correlation

Distinct	12
Distinct (%)	< 0.1%
Missing	1092
Missing (%)	0.2%
Memory size	4.4 MiB

Tres	238941
Dos	203685
Cuatro	73896
Uno	20950
Cinco	20351
Other values (7)	11549

Length

Max length	11
Median length	8
Mean length	3.9109159
Min length	1

Characters and Unicode

Total characters	2226766
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Cuatro
2nd row	Dos
3rd row	Cuatro
4th row	Cuatro
5th row	Cuatro

Common Values

Value	Count	Frequency (%)
Tres	238941	41.9%
Dos	203685	35.7%
Cuatro	73896	13.0%
Uno	20950	3.7%
Cinco	20351	3.6%
Seis	6607	1.2%
Siete	2311	0.4%
Ocho	1247	0.2%
Diez o mÃ¡s	587	0.1%
Nueve	395	0.1%
Other values (2)	402	0.1%
(Missing)	1092	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
tres	238941	41.9%
dos	203685	35.7%
cuatro	73896	13.0%
uno	20950	3.7%
cinco	20351	3.6%
seis	6607	1.2%
siete	2311	0.4%
ocho	1247	0.2%
diez	587	0.1%
o	587	0.1%
Other values (4)	1384	0.2%

Most occurring characters

Value	Count	Frequency (%)
s	449820	20.2%
o	320716	14.4%
r	312837	14.0%
e	251547	11.3%
T	238941	10.7%
D	204272	9.2%
C	94270	4.2%
t	76207	3.4%
u	74291	3.3%
a	73896	3.3%
Other values (19)	129969	5.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2226766	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	449820	20.2%
o	320716	14.4%
r	312837	14.0%
e	251547	11.3%
T	238941	10.7%
D	204272	9.2%
C	94270	4.2%
t	76207	3.4%
u	74291	3.3%
a	73896	3.3%
Other values (19)	129969	5.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2226766	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	449820	20.2%
o	320716	14.4%
r	312837	14.0%
e	251547	11.3%
T	238941	10.7%
D	204272	9.2%
C	94270	4.2%
t	76207	3.4%
u	74291	3.3%
a	73896	3.3%
Other values (19)	129969	5.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2226766	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	449820	20.2%
o	320716	14.4%
r	312837	14.0%
e	251547	11.3%
T	238941	10.7%
D	204272	9.2%
C	94270	4.2%
t	76207	3.4%
u	74291	3.3%
a	73896	3.3%
Other values (19)	129969	5.8%

fami_educacionmadre
Categorical

High correlation

Distinct	21
Distinct (%)	< 0.1%
Missing	1093
Missing (%)	0.2%
Memory size	4.4 MiB

Secundaria (Bachillerato) completa	159677
Primaria completa	94533
Secundaria (Bachillerato) incompleta	87234
Primaria incompleta	84881
EducaciÃ³n profesional completa	50194
Other values (16)	92852

Length

Max length	36
Median length	33
Mean length	27.301253
Min length	1

Characters and Unicode

Total characters	15544542
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Primaria completa
2nd row	Secundaria (Bachillerato) incompleta
3rd row	Primaria incompleta
4th row	Secundaria (Bachillerato) completa
5th row	Primaria incompleta

Common Values

Value	Count	Frequency (%)
Secundaria (Bachillerato) completa	159677	28.0%
Primaria completa	94533	16.6%
Secundaria (Bachillerato) incompleta	87234	15.3%
Primaria incompleta	84881	14.9%
EducaciÃ³n profesional completa	50194	8.8%
TÃ©cnica o tecnolÃ³gica completa	40695	7.1%
Ninguno	12596	2.2%
Postgrado	11615	2.0%
TÃ©cnica o tecnolÃ³gica incompleta	11575	2.0%
No sabe	8380	1.5%
Other values (11)	7991	1.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
completa	345099	22.7%
secundaria	246911	16.2%
bachillerato	246911	16.2%
incompleta	191280	12.6%
primaria	179414	11.8%
educaciã³n	57784	3.8%
profesional	57784	3.8%
o	52271	3.4%
tã©cnica	52270	3.4%
tecnolã³gica	52270	3.4%
Other values (15)	41373	2.7%

Most occurring characters

Value	Count	Frequency (%)
a	2123057	13.7%
c	1354871	8.7%
i	1276666	8.2%
e	1148778	7.4%
l	1140255	7.3%
o	1047843	6.7%
	953996	6.1%
r	922281	5.9%
t	847281	5.5%
m	715794	4.6%
Other values (26)	4013720	25.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	15544542	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	2123057	13.7%
c	1354871	8.7%
i	1276666	8.2%
e	1148778	7.4%
l	1140255	7.3%
o	1047843	6.7%
	953996	6.1%
r	922281	5.9%
t	847281	5.5%
m	715794	4.6%
Other values (26)	4013720	25.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	15544542	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	2123057	13.7%
c	1354871	8.7%
i	1276666	8.2%
e	1148778	7.4%
l	1140255	7.3%
o	1047843	6.7%
	953996	6.1%
r	922281	5.9%
t	847281	5.5%
m	715794	4.6%
Other values (26)	4013720	25.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	15544542	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	2123057	13.7%
c	1354871	8.7%
i	1276666	8.2%
e	1148778	7.4%
l	1140255	7.3%
o	1047843	6.7%
	953996	6.1%
r	922281	5.9%
t	847281	5.5%
m	715794	4.6%
Other values (26)	4013720	25.8%

fami_educacionpadre
Categorical

High correlation

Distinct	15
Distinct (%)	< 0.1%
Missing	1093
Missing (%)	0.2%
Memory size	4.4 MiB

Secundaria (Bachillerato) completa	139704
Primaria incompleta	99985
Primaria completa	97092
Secundaria (Bachillerato) incompleta	76463
EducaciÃ³n profesional completa	47521
Other values (10)	108606

Length

Max length	36
Median length	33
Mean length	25.534109
Min length	3

Characters and Unicode

Total characters	14538381
Distinct characters	32
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Primaria completa
2nd row	Secundaria (Bachillerato) incompleta
3rd row	Secundaria (Bachillerato) completa
4th row	Primaria completa
5th row	Secundaria (Bachillerato) completa

Common Values

Value	Count	Frequency (%)
Secundaria (Bachillerato) completa	139704	24.5%
Primaria incompleta	99985	17.5%
Primaria completa	97092	17.0%
Secundaria (Bachillerato) incompleta	76463	13.4%
EducaciÃ³n profesional completa	47521	8.3%
TÃ©cnica o tecnolÃ³gica completa	31301	5.5%
Ninguno	26107	4.6%
No sabe	22290	3.9%
Postgrado	12141	2.1%
TÃ©cnica o tecnolÃ³gica incompleta	10028	1.8%
Other values (5)	6739	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
completa	315618	21.7%
secundaria	216167	14.9%
bachillerato	216167	14.9%
primaria	197077	13.6%
incompleta	193192	13.3%
educaciã³n	54237	3.7%
profesional	54237	3.7%
o	41329	2.8%
tecnolã³gica	41329	2.8%
tã©cnica	41329	2.8%
Other values (8)	82851	5.7%

Most occurring characters

Value	Count	Frequency (%)
a	1993198	13.7%
i	1236920	8.5%
c	1214934	8.4%
e	1059009	7.3%
l	1036710	7.1%
o	988803	6.8%
r	892876	6.1%
	884162	6.1%
t	778451	5.4%
m	705887	4.9%
Other values (22)	3747431	25.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14538381	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1993198	13.7%
i	1236920	8.5%
c	1214934	8.4%
e	1059009	7.3%
l	1036710	7.1%
o	988803	6.8%
r	892876	6.1%
	884162	6.1%
t	778451	5.4%
m	705887	4.9%
Other values (22)	3747431	25.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14538381	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1993198	13.7%
i	1236920	8.5%
c	1214934	8.4%
e	1059009	7.3%
l	1036710	7.1%
o	988803	6.8%
r	892876	6.1%
	884162	6.1%
t	778451	5.4%
m	705887	4.9%
Other values (22)	3747431	25.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14538381	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1993198	13.7%
i	1236920	8.5%
c	1214934	8.4%
e	1059009	7.3%
l	1036710	7.1%
o	988803	6.8%
r	892876	6.1%
	884162	6.1%
t	778451	5.4%
m	705887	4.9%
Other values (22)	3747431	25.8%

fami_estratovivienda
Categorical

High correlation Imbalance

Distinct	17
Distinct (%)	< 0.1%
Missing	136
Missing (%)	< 0.1%
Memory size	4.4 MiB

Estrato 1	245460
Estrato 2	194398
Estrato 3	96095
Estrato 4	21185
Estrato 5	7977
Other values (12)	5213

Length

Max length	36
Median length	9
Mean length	9.0125454
Min length	7

Characters and Unicode

Total characters	5140107
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Estrato 2
2nd row	Estrato 2
3rd row	Estrato 1
4th row	Estrato 1
5th row	Estrato 1

Common Values

Value	Count	Frequency (%)
Estrato 1	245460	43.0%
Estrato 2	194398	34.1%
Estrato 3	96095	16.8%
Estrato 4	21185	3.7%
Estrato 5	7977	1.4%
Estrato 6	4812	0.8%
Secundaria (Bachillerato) completa	101	< 0.1%
TÃ©cnica o tecnolÃ³gica completa	55	< 0.1%
Secundaria (Bachillerato) incompleta	53	< 0.1%
Primaria incompleta	51	< 0.1%
Other values (7)	141	< 0.1%
(Missing)	136	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
estrato	569927	50.0%
1	245460	21.5%
2	194398	17.0%
3	96095	8.4%
4	21185	1.9%
5	7977	0.7%
6	4812	0.4%
completa	233	< 0.1%
secundaria	154	< 0.1%
bachillerato	154	< 0.1%
Other values (11)	566	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
t	1140435	22.2%
a	571326	11.1%
o	570695	11.1%
	570633	11.1%
r	570466	11.1%
s	569989	11.1%
E	569963	11.1%
1	245460	4.8%
2	194398	3.8%
3	96095	1.9%
Other values (26)	40647	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5140107	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	1140435	22.2%
a	571326	11.1%
o	570695	11.1%
	570633	11.1%
r	570466	11.1%
s	569989	11.1%
E	569963	11.1%
1	245460	4.8%
2	194398	3.8%
3	96095	1.9%
Other values (26)	40647	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5140107	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	1140435	22.2%
a	571326	11.1%
o	570695	11.1%
	570633	11.1%
r	570466	11.1%
s	569989	11.1%
E	569963	11.1%
1	245460	4.8%
2	194398	3.8%
3	96095	1.9%
Other values (26)	40647	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5140107	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	1140435	22.2%
a	571326	11.1%
o	570695	11.1%
	570633	11.1%
r	570466	11.1%
s	569989	11.1%
E	569963	11.1%
1	245460	4.8%
2	194398	3.8%
3	96095	1.9%
Other values (26)	40647	0.8%

fami_personashogar
Categorical

High correlation

Distinct	24
Distinct (%)	< 0.1%
Missing	1093
Missing (%)	0.2%
Memory size	4.4 MiB

Cuatro	174439
Cinco	134217
Tres	100889
Seis	63861
Dos	30279
Other values (19)	65686

Length

Max length	36
Median length	34
Mean length	4.8981069
Min length	3

Characters and Unicode

Total characters	2788840
Distinct characters	42
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Siete
2nd row	Seis
3rd row	Ocho
4th row	Cinco
5th row	Siete

Common Values

Value	Count	Frequency (%)
Cuatro	174439	30.6%
Cinco	134217	23.5%
Tres	100889	17.7%
Seis	63861	11.2%
Dos	30279	5.3%
Siete	29651	5.2%
Ocho	15525	2.7%
Nueve	6529	1.1%
Diez	4492	0.8%
Una	3668	0.6%
Other values (14)	5821	1.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cuatro	174439	30.3%
cinco	134217	23.3%
tres	100889	17.5%
seis	63861	11.1%
dos	30279	5.3%
siete	29651	5.1%
ocho	15525	2.7%
nueve	6529	1.1%
diez	4492	0.8%
una	3668	0.6%
Other values (20)	12993	2.3%

Most occurring characters

Value	Count	Frequency (%)
o	361632	13.0%
C	308656	11.1%
r	275742	9.9%
e	247068	8.9%
i	232271	8.3%
t	204877	7.3%
s	198790	7.1%
u	180979	6.5%
a	178568	6.4%
c	155207	5.6%
Other values (32)	445050	16.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2788840	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	361632	13.0%
C	308656	11.1%
r	275742	9.9%
e	247068	8.9%
i	232271	8.3%
t	204877	7.3%
s	198790	7.1%
u	180979	6.5%
a	178568	6.4%
c	155207	5.6%
Other values (32)	445050	16.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2788840	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	361632	13.0%
C	308656	11.1%
r	275742	9.9%
e	247068	8.9%
i	232271	8.3%
t	204877	7.3%
s	198790	7.1%
u	180979	6.5%
a	178568	6.4%
c	155207	5.6%
Other values (32)	445050	16.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2788840	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	361632	13.0%
C	308656	11.1%
r	275742	9.9%
e	247068	8.9%
i	232271	8.3%
t	204877	7.3%
s	198790	7.1%
u	180979	6.5%
a	178568	6.4%
c	155207	5.6%
Other values (32)	445050	16.0%

fami_tieneautomovil
Categorical

High correlation Imbalance

Distinct	16
Distinct (%)	< 0.1%
Missing	1093
Missing (%)	0.2%
Memory size	4.4 MiB

No	446872
Si	122098
Cuatro	129
Cinco	84
Tres	65
Other values (11)	123

Length

Max length	11
Median length	2
Mean length	2.0022428
Min length	2

Characters and Unicode

Total characters	1140019
Distinct characters	27
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Common Values

Value	Count	Frequency (%)
No	446872	78.3%
Si	122098	21.4%
Cuatro	129	< 0.1%
Cinco	84	< 0.1%
Tres	65	< 0.1%
Seis	35	< 0.1%
Siete	22	< 0.1%
Dos	21	< 0.1%
Estrato 2	16	< 0.1%
Ocho	12	< 0.1%
Other values (6)	17	< 0.1%
(Missing)	1093	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
no	446872	78.5%
si	122098	21.4%
cuatro	129	< 0.1%
cinco	84	< 0.1%
tres	65	< 0.1%
seis	35	< 0.1%
estrato	23	< 0.1%
siete	22	< 0.1%
dos	21	< 0.1%
2	16	< 0.1%
Other values (9)	33	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	447145	39.2%
N	446875	39.2%
i	122242	10.7%
S	122155	10.7%
r	217	< 0.1%
C	213	< 0.1%
t	197	< 0.1%
e	157	< 0.1%
a	152	< 0.1%
s	146	< 0.1%
Other values (17)	520	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1140019	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	447145	39.2%
N	446875	39.2%
i	122242	10.7%
S	122155	10.7%
r	217	< 0.1%
C	213	< 0.1%
t	197	< 0.1%
e	157	< 0.1%
a	152	< 0.1%
s	146	< 0.1%
Other values (17)	520	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1140019	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	447145	39.2%
N	446875	39.2%
i	122242	10.7%
S	122155	10.7%
r	217	< 0.1%
C	213	< 0.1%
t	197	< 0.1%
e	157	< 0.1%
a	152	< 0.1%
s	146	< 0.1%
Other values (17)	520	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1140019	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	447145	39.2%
N	446875	39.2%
i	122242	10.7%
S	122155	10.7%
r	217	< 0.1%
C	213	< 0.1%
t	197	< 0.1%
e	157	< 0.1%
a	152	< 0.1%
s	146	< 0.1%
Other values (17)	520	< 0.1%

fami_tienecomputador
Categorical

High correlation Imbalance

Distinct	7
Distinct (%)	< 0.1%
Missing	1093
Missing (%)	0.2%
Memory size	4.4 MiB

Si	351056
No	218292
Tres	8
Cinco	6
Dos	4
Other values (2)	5

Length

Max length	6
Median length	2
Mean length	2.0000913
Min length	2

Characters and Unicode

Total characters	1138794
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	Si
3rd row	Si
4th row	Si
5th row	No

Common Values

Value	Count	Frequency (%)
Si	351056	61.5%
No	218292	38.3%
Tres	8	< 0.1%
Cinco	6	< 0.1%
Dos	4	< 0.1%
Seis	3	< 0.1%
Cuatro	2	< 0.1%
(Missing)	1093	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
si	351056	61.7%
no	218292	38.3%
tres	8	< 0.1%
cinco	6	< 0.1%
dos	4	< 0.1%
seis	3	< 0.1%
cuatro	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
i	351065	30.8%
S	351059	30.8%
o	218304	19.2%
N	218292	19.2%
s	15	< 0.1%
e	11	< 0.1%
r	10	< 0.1%
T	8	< 0.1%
C	8	< 0.1%
n	6	< 0.1%
Other values (5)	16	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1138794	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	351065	30.8%
S	351059	30.8%
o	218304	19.2%
N	218292	19.2%
s	15	< 0.1%
e	11	< 0.1%
r	10	< 0.1%
T	8	< 0.1%
C	8	< 0.1%
n	6	< 0.1%
Other values (5)	16	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1138794	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	351065	30.8%
S	351059	30.8%
o	218304	19.2%
N	218292	19.2%
s	15	< 0.1%
e	11	< 0.1%
r	10	< 0.1%
T	8	< 0.1%
C	8	< 0.1%
n	6	< 0.1%
Other values (5)	16	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1138794	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	351065	30.8%
S	351059	30.8%
o	218304	19.2%
N	218292	19.2%
s	15	< 0.1%
e	11	< 0.1%
r	10	< 0.1%
T	8	< 0.1%
C	8	< 0.1%
n	6	< 0.1%
Other values (5)	16	< 0.1%

fami_tieneinternet
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	1093
Missing (%)	0.2%
Memory size	4.4 MiB

Si	302531
No	266840

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	1138742
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	Si
3rd row	No
4th row	Si
5th row	No

Common Values

Value	Count	Frequency (%)
Si	302531	53.0%
No	266840	46.8%
(Missing)	1093	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
si	302531	53.1%
no	266840	46.9%

Most occurring characters

Value	Count	Frequency (%)
S	302531	26.6%
i	302531	26.6%
N	266840	23.4%
o	266840	23.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1138742	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	302531	26.6%
i	302531	26.6%
N	266840	23.4%
o	266840	23.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1138742	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	302531	26.6%
i	302531	26.6%
N	266840	23.4%
o	266840	23.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1138742	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	302531	26.6%
i	302531	26.6%
N	266840	23.4%
o	266840	23.4%

fami_tienelavadora
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	1093
Missing (%)	0.2%
Memory size	4.4 MiB

Si	385118
No	184253

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	1138742
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Si
2nd row	Si
3rd row	No
4th row	Si
5th row	Si

Common Values

Value	Count	Frequency (%)
Si	385118	67.5%
No	184253	32.3%
(Missing)	1093	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
si	385118	67.6%
no	184253	32.4%

Most occurring characters

Value	Count	Frequency (%)
S	385118	33.8%
i	385118	33.8%
N	184253	16.2%
o	184253	16.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1138742	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	385118	33.8%
i	385118	33.8%
N	184253	16.2%
o	184253	16.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1138742	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	385118	33.8%
i	385118	33.8%
N	184253	16.2%
o	184253	16.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1138742	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	385118	33.8%
i	385118	33.8%
N	184253	16.2%
o	184253	16.2%

desemp_ingles
Categorical

High correlation

Distinct	7
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	4.4 MiB

A-	257395
A1	219588
A2	46919
B1	31953
B+	14207
Other values (2)	401

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	1140926
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A1
2nd row	A-
3rd row	A-
4th row	A-
5th row	A1

Common Values

Value	Count	Frequency (%)
A-	257395	45.1%
A1	219588	38.5%
A2	46919	8.2%
B1	31953	5.6%
B+	14207	2.5%
Si	295	0.1%
No	106	< 0.1%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
a	257395	45.1%
a1	219588	38.5%
a2	46919	8.2%
b1	31953	5.6%
b	14207	2.5%
si	295	0.1%
no	106	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
A	523902	45.9%
-	257395	22.6%
1	251541	22.0%
2	46919	4.1%
B	46160	4.0%
+	14207	1.2%
S	295	< 0.1%
i	295	< 0.1%
N	106	< 0.1%
o	106	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1140926	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	523902	45.9%
-	257395	22.6%
1	251541	22.0%
2	46919	4.1%
B	46160	4.0%
+	14207	1.2%
S	295	< 0.1%
i	295	< 0.1%
N	106	< 0.1%
o	106	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1140926	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	523902	45.9%
-	257395	22.6%
1	251541	22.0%
2	46919	4.1%
B	46160	4.0%
+	14207	1.2%
S	295	< 0.1%
i	295	< 0.1%
N	106	< 0.1%
o	106	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1140926	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	523902	45.9%
-	257395	22.6%
1	251541	22.0%
2	46919	4.1%
B	46160	4.0%
+	14207	1.2%
S	295	< 0.1%
i	295	< 0.1%
N	106	< 0.1%
o	106	< 0.1%

punt_ingles
Real number (ℝ)

High correlation

Distinct	73
Distinct (%)	< 0.1%
Missing	402
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	50.727858

Minimum	0
Maximum	100
Zeros	222
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	0
5-th percentile	38
Q1	43
median	49
Q3	54
95-th percentile	76
Maximum	100
Range	100
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	11.463933
Coefficient of variation (CV)	0.22598891
Kurtosis	2.8755544
Mean	50.727858
Median Absolute Deviation (MAD)	6
Skewness	1.4648796
Sum	28918024
Variance	131.42177
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46	49474	8.7%
49	49409	8.7%
44	48248	8.5%
43	45018	7.9%
50	42798	7.5%
41	37022	6.5%
52	35851	6.3%
53	28950	5.1%
40	28337	5.0%
54	22316	3.9%
Other values (63)	182639	32.0%

Value	Count	Frequency (%)
0	222	< 0.1%
7	48	< 0.1%
14	76	< 0.1%
17	2	< 0.1%
19	7	< 0.1%
20	141	< 0.1%
21	1	< 0.1%
23	8	< 0.1%
24	2	< 0.1%
25	420	0.1%

Value	Count	Frequency (%)
100	631	0.1%
97	1029	0.2%
95	875	0.2%
94	1628	0.3%
92	31	< 0.1%
91	2158	0.4%
90	1215	0.2%
88	2591	0.5%
87	43	< 0.1%
85	4006	0.7%

punt_matematicas
Real number (ℝ)

High correlation

Distinct	95
Distinct (%)	< 0.1%
Missing	23
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	50.357097

Minimum	0
Maximum	100
Zeros	55
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	0
5-th percentile	33
Q1	42
median	49
Q3	57
95-th percentile	72
Maximum	100
Range	100
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	12.269154
Coefficient of variation (CV)	0.24364299
Kurtosis	1.0811842
Mean	50.357097
Median Absolute Deviation (MAD)	7
Skewness	0.67501379
Sum	28725753
Variance	150.53214
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47	33584	5.9%
49	32657	5.7%
44	31588	5.5%
52	30700	5.4%
42	29058	5.1%
54	26868	4.7%
46	25792	4.5%
55	25556	4.5%
50	25472	4.5%
57	21673	3.8%
Other values (85)	287493	50.4%

Value	Count	Frequency (%)
0	55	< 0.1%
1	9	< 0.1%
2	3	< 0.1%
7	19	< 0.1%
8	30	< 0.1%
10	3	< 0.1%
11	4	< 0.1%
12	49	< 0.1%
13	74	< 0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
100	1378	0.2%
99	24	< 0.1%
97	1	< 0.1%
96	686	0.1%
95	134	< 0.1%
94	2	< 0.1%
93	700	0.1%
92	342	0.1%
91	126	< 0.1%
90	591	0.1%

punt_sociales_ciudadanas
Real number (ℝ)

High correlation

Distinct	97
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.050902

Minimum	0
Maximum	100
Zeros	55
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	0
5-th percentile	32
Q1	43
median	50
Q3	57
95-th percentile	68
Maximum	100
Range	100
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	11.420422
Coefficient of variation (CV)	0.22817614
Kurtosis	0.20945276
Mean	50.050902
Median Absolute Deviation (MAD)	7
Skewness	0.15330795
Sum	28552238
Variance	130.42603
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	27994	4.9%
53	27017	4.7%
49	27008	4.7%
46	26273	4.6%
43	24636	4.3%
56	24383	4.3%
47	21247	3.7%
52	20852	3.7%
59	20834	3.7%
38	20415	3.6%
Other values (87)	329805	57.8%

Value	Count	Frequency (%)
0	55	< 0.1%
3	38	< 0.1%
4	10	< 0.1%
5	5	< 0.1%
6	3	< 0.1%
7	4	< 0.1%
9	95	< 0.1%
10	45	< 0.1%
11	11	< 0.1%
12	12	< 0.1%

Value	Count	Frequency (%)
100	96	< 0.1%
99	24	< 0.1%
98	100	< 0.1%
97	44	< 0.1%
96	32	< 0.1%
95	5	< 0.1%
94	2	< 0.1%
93	46	< 0.1%
92	212	< 0.1%
91	138	< 0.1%

punt_c_naturales
Real number (ℝ)

High correlation

Distinct	87
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.276589

Minimum	0
Maximum	100
Zeros	70
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	0
5-th percentile	35
Q1	43
median	50
Q3	56
95-th percentile	69
Maximum	100
Range	100
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	10.401071
Coefficient of variation (CV)	0.20687703
Kurtosis	0.83948836
Mean	50.276589
Median Absolute Deviation (MAD)	7
Skewness	0.50847104
Sum	28680984
Variance	108.18228
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47	25869	4.5%
48	25332	4.4%
44	25200	4.4%
42	23866	4.2%
50	23841	4.2%
51	22939	4.0%
52	21876	3.8%
53	20589	3.6%
46	20096	3.5%
45	19611	3.4%
Other values (77)	341245	59.8%

Value	Count	Frequency (%)
0	70	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
7	10	< 0.1%
8	43	< 0.1%
10	1	< 0.1%
13	47	< 0.1%
14	56	< 0.1%
15	2	< 0.1%
16	21	< 0.1%

Value	Count	Frequency (%)
100	181	< 0.1%
96	149	< 0.1%
95	129	< 0.1%
93	113	< 0.1%
91	118	< 0.1%
90	353	0.1%
89	31	< 0.1%
88	7	< 0.1%
87	426	0.1%
86	499	0.1%

punt_lectura_critica
Real number (ℝ)

High correlation

Distinct	81
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.923127

Minimum	0
Maximum	100
Zeros	220
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	0
5-th percentile	36
Q1	43
median	49
Q3	56
95-th percentile	67
Maximum	100
Range	100
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	9.5330995
Coefficient of variation (CV)	0.19095558
Kurtosis	0.76379482
Mean	49.923127
Median Absolute Deviation (MAD)	6
Skewness	0.34803158
Sum	28479347
Variance	90.879987
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46	35042	6.1%
47	33774	5.9%
50	32704	5.7%
43	31965	5.6%
53	29349	5.1%
54	27722	4.9%
49	26897	4.7%
51	24736	4.3%
44	24240	4.2%
40	23884	4.2%
Other values (71)	280151	49.1%

Value	Count	Frequency (%)
0	220	< 0.1%
4	2	< 0.1%
7	8	< 0.1%
8	34	< 0.1%
9	4	< 0.1%
10	9	< 0.1%
11	4	< 0.1%
16	137	< 0.1%
17	2	< 0.1%
18	17	< 0.1%

Value	Count	Frequency (%)
100	55	< 0.1%
99	5	< 0.1%
94	70	< 0.1%
93	208	< 0.1%
92	4	< 0.1%
91	18	< 0.1%
86	77	< 0.1%
85	721	0.1%
84	15	< 0.1%
81	232	< 0.1%

punt_global
Real number (ℝ)

High correlation

Distinct	471
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	250.84173

Minimum	0
Maximum	492
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	4.4 MiB

Quantile statistics

Minimum	0
5-th percentile	182
Q1	216
median	246
Q3	280
95-th percentile	340
Maximum	492
Range	492
Interquartile range (IQR)	64

Descriptive statistics

Standard deviation	48.752089
Coefficient of variation (CV)	0.19435398
Kurtosis	0.74577018
Mean	250.84173
Median Absolute Deviation (MAD)	31
Skewness	0.58557428
Sum	1.4309618 × 10⁸
Variance	2376.7662
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
230	5820	1.0%
232	5779	1.0%
242	5740	1.0%
243	5699	1.0%
245	5681	1.0%
235	5668	1.0%
228	5647	1.0%
237	5641	1.0%
248	5616	1.0%
238	5604	1.0%
Other values (461)	513569	90.0%

Value	Count	Frequency (%)
0	4	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
8	2	< 0.1%
12	2	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	2	< 0.1%
16	1	< 0.1%

Value	Count	Frequency (%)
492	1	< 0.1%
490	1	< 0.1%
488	1	< 0.1%
483	2	< 0.1%
479	1	< 0.1%
478	2	< 0.1%
477	3	< 0.1%
476	4	< 0.1%
475	1	< 0.1%
473	2	< 0.1%

Interactions

Correlations

	cole_area_ubicacion	cole_bilingue	cole_calendario	cole_caracter	cole_cod_dane_establecimiento	cole_cod_dane_sede	cole_cod_depto_ubicacion	cole_cod_mcpio_ubicacion	cole_codigo_icfes	cole_depto_ubicacion	cole_genero	cole_jornada	cole_naturaleza	cole_sede_principal	desemp_ingles	estu_cod_depto_presentacion	estu_cod_mcpio_presentacion	estu_cod_reside_depto	estu_cod_reside_mcpio	estu_depto_presentacion	estu_depto_reside	estu_estadoinvestigacion	estu_estudiante	estu_privado_libertad	estu_tipodocumento	fami_cuartoshogar	fami_educacionmadre	fami_educacionpadre	fami_estratovivienda	fami_personashogar	fami_tieneautomovil	fami_tienecomputador	fami_tieneinternet	fami_tienelavadora	periodo	punt_c_naturales	punt_global	punt_ingles	punt_lectura_critica	punt_matematicas	punt_sociales_ciudadanas
cole_area_ubicacion	1.000	0.037	0.028	0.117	0.820	0.636	0.196	0.190	0.194	0.256	0.066	0.124	0.163	0.059	0.111	0.186	0.132	0.006	0.136	0.243	0.245	0.015	0.006	0.006	0.037	0.054	0.236	0.234	0.264	0.082	0.088	0.242	0.274	0.224	0.030	0.112	0.134	0.114	0.131	0.122	0.116
cole_bilingue	0.037	1.000	0.317	0.047	0.100	0.092	0.062	0.061	0.058	0.141	0.007	0.120	0.089	0.002	0.225	0.063	0.071	0.003	0.072	0.145	0.143	0.004	0.003	0.003	0.036	0.030	0.154	0.175	0.314	0.017	0.101	0.022	0.024	0.007	0.244	0.166	0.178	0.234	0.128	0.136	0.152
cole_calendario	0.028	0.317	1.000	0.085	0.254	0.243	0.170	0.170	0.050	0.215	0.052	0.129	0.292	0.063	0.198	0.165	0.150	0.034	0.157	0.212	0.214	0.035	0.030	0.029	0.066	0.053	0.187	0.198	0.316	0.059	0.146	0.076	0.127	0.089	0.699	0.191	0.183	0.205	0.148	0.136	0.167
cole_caracter	0.117	0.047	0.085	1.000	0.243	0.212	0.163	0.162	0.121	0.274	0.034	0.107	0.370	0.041	0.084	0.163	0.157	0.010	0.162	0.273	0.274	0.014	0.010	0.009	0.023	0.019	0.081	0.085	0.120	0.026	0.072	0.052	0.126	0.107	0.124	0.055	0.063	0.084	0.048	0.052	0.050
cole_cod_dane_establecimiento	0.820	0.100	0.254	0.243	1.000	0.994	0.361	0.358	0.138	0.377	0.095	0.220	0.921	0.044	0.132	0.353	0.348	0.355	0.349	0.368	0.373	0.019	0.034	0.033	0.026	0.043	0.136	0.134	0.160	0.055	0.099	0.127	0.362	0.282	0.330	0.063	0.064	0.107	0.057	0.057	0.061
cole_cod_dane_sede	0.636	0.092	0.243	0.212	0.994	1.000	0.360	0.357	0.140	0.278	0.080	0.200	0.854	0.035	0.116	0.352	0.347	0.354	0.348	0.271	0.273	0.020	0.032	0.030	0.030	0.043	0.133	0.129	0.159	0.055	0.100	0.102	0.299	0.209	0.313	0.061	0.063	0.106	0.056	0.056	0.060
cole_cod_depto_ubicacion	0.196	0.062	0.170	0.163	0.361	0.360	1.000	0.998	0.017	1.000	0.078	0.129	0.205	0.038	0.059	0.986	0.981	0.992	0.988	0.979	0.989	0.028	0.042	0.040	0.021	0.030	0.059	0.055	0.112	0.036	0.039	0.093	0.293	0.242	0.158	-0.018	-0.040	-0.056	-0.046	-0.039	-0.032
cole_cod_mcpio_ubicacion	0.190	0.061	0.170	0.162	0.358	0.357	0.998	1.000	0.018	0.984	0.075	0.128	0.202	0.037	0.058	0.985	0.983	0.991	0.990	0.963	0.973	0.028	0.042	0.040	0.020	0.030	0.060	0.056	0.110	0.036	0.038	0.093	0.290	0.242	0.158	-0.022	-0.045	-0.061	-0.051	-0.043	-0.036
cole_codigo_icfes	0.194	0.058	0.050	0.121	0.138	0.140	0.017	0.018	1.000	0.092	0.129	0.178	0.098	0.037	0.092	0.016	0.016	0.017	0.016	0.090	0.089	0.011	0.012	0.012	0.089	0.024	0.101	0.090	0.084	0.029	0.057	0.063	0.107	0.088	0.026	-0.238	-0.260	-0.196	-0.221	-0.238	-0.228
cole_depto_ubicacion	0.256	0.141	0.215	0.274	0.377	0.278	1.000	0.984	0.092	1.000	0.113	0.189	0.275	0.050	0.093	0.979	0.979	0.041	0.971	0.982	0.992	0.035	0.057	0.049	0.042	0.052	0.058	0.069	0.128	0.043	0.055	0.137	0.377	0.322	0.212	0.083	0.088	0.074	0.074	0.077	0.074
cole_genero	0.066	0.007	0.052	0.034	0.095	0.080	0.078	0.075	0.129	0.113	1.000	0.107	0.117	0.021	0.139	0.078	0.081	0.002	0.080	0.111	0.111	0.002	0.003	0.003	0.047	0.031	0.140	0.134	0.152	0.034	0.096	0.076	0.124	0.083	0.033	0.118	0.131	0.139	0.113	0.118	0.112
cole_jornada	0.124	0.120	0.129	0.107	0.220	0.200	0.129	0.128	0.178	0.189	0.107	1.000	0.446	0.034	0.161	0.129	0.127	0.016	0.125	0.190	0.190	0.020	0.028	0.026	0.200	0.048	0.156	0.145	0.154	0.052	0.116	0.084	0.180	0.124	0.148	0.166	0.179	0.163	0.144	0.159	0.149
cole_naturaleza	0.163	0.089	0.292	0.370	0.921	0.854	0.205	0.202	0.098	0.275	0.117	0.446	1.000	0.097	0.313	0.209	0.162	0.021	0.161	0.278	0.278	0.025	0.021	0.023	0.049	0.117	0.360	0.360	0.441	0.154	0.308	0.246	0.298	0.205	0.314	0.227	0.249	0.314	0.205	0.210	0.201
cole_sede_principal	0.059	0.002	0.063	0.041	0.044	0.035	0.038	0.037	0.037	0.050	0.021	0.034	0.097	1.000	0.451	0.081	0.028	0.747	0.028	0.818	0.337	0.747	1.000	0.707	0.008	0.471	0.523	0.334	0.470	0.536	0.499	0.409	0.047	0.039	0.038	0.013	0.309	0.035	0.014	0.014	0.013
desemp_ingles	0.111	0.225	0.198	0.084	0.132	0.116	0.059	0.058	0.092	0.093	0.139	0.161	0.313	0.451	1.000	0.070	0.060	0.446	0.058	0.458	0.150	0.436	0.714	0.707	0.080	0.414	0.474	0.242	0.485	0.453	0.442	0.166	0.304	0.208	0.192	0.303	0.501	0.815	0.285	0.290	0.281
estu_cod_depto_presentacion	0.186	0.063	0.165	0.163	0.353	0.352	0.986	0.985	0.016	0.979	0.078	0.129	0.209	0.081	0.070	1.000	0.998	0.989	0.987	1.000	0.982	0.008	1.000	0.007	0.021	0.022	0.057	0.057	0.149	0.029	0.099	0.229	0.295	0.243	0.158	-0.020	-0.042	-0.060	-0.049	-0.042	-0.035
estu_cod_mcpio_presentacion	0.132	0.071	0.150	0.157	0.348	0.347	0.981	0.983	0.016	0.979	0.081	0.127	0.162	0.028	0.060	0.998	1.000	0.983	0.989	1.000	0.982	0.019	0.053	0.038	0.026	0.033	0.054	0.050	0.098	0.037	0.042	0.172	0.222	0.174	0.147	-0.024	-0.044	-0.064	-0.052	-0.045	-0.038
estu_cod_reside_depto	0.006	0.003	0.034	0.010	0.355	0.354	0.992	0.991	0.017	0.041	0.002	0.016	0.021	0.747	0.446	0.989	0.983	1.000	0.994	0.875	0.449	0.873	0.706	0.686	0.049	0.447	0.475	0.012	0.529	0.492	0.476	0.008	0.012	0.005	0.013	-0.022	-0.045	-0.061	-0.050	-0.043	-0.036
estu_cod_reside_mcpio	0.136	0.072	0.157	0.162	0.349	0.348	0.988	0.990	0.016	0.971	0.080	0.125	0.161	0.028	0.058	0.987	0.989	0.994	1.000	0.964	0.981	0.020	0.038	0.037	0.026	0.031	0.057	0.053	0.095	0.034	0.041	0.068	0.221	0.181	0.150	-0.026	-0.046	-0.066	-0.054	-0.047	-0.040
estu_depto_presentacion	0.243	0.145	0.212	0.273	0.368	0.271	0.979	0.963	0.090	0.982	0.111	0.190	0.278	0.818	0.458	1.000	1.000	0.875	0.964	1.000	0.954	0.882	1.000	0.707	0.043	0.429	0.349	0.276	0.362	0.328	0.393	0.430	0.379	0.323	0.214	0.084	0.302	0.077	0.075	0.078	0.075
estu_depto_reside	0.245	0.143	0.214	0.274	0.373	0.273	0.989	0.973	0.089	0.992	0.111	0.190	0.278	0.337	0.150	0.982	0.982	0.449	0.981	0.954	1.000	0.335	0.709	0.176	0.056	0.306	0.231	0.281	0.154	0.234	0.266	0.455	0.379	0.324	0.214	0.085	0.121	0.077	0.075	0.078	0.075
estu_estadoinvestigacion	0.015	0.004	0.035	0.014	0.019	0.020	0.028	0.028	0.011	0.035	0.002	0.020	0.025	0.747	0.436	0.008	0.019	0.873	0.020	0.882	0.335	1.000	1.000	0.707	0.012	0.471	0.500	0.333	0.437	0.512	0.497	0.408	0.018	0.011	0.019	0.005	0.289	0.005	0.010	0.004	0.004
estu_estudiante	0.006	0.003	0.030	0.010	0.034	0.032	0.042	0.042	0.012	0.057	0.003	0.028	0.021	1.000	0.714	1.000	0.053	0.706	0.038	1.000	0.709	1.000	1.000	0.707	0.007	1.000	1.000	0.707	0.722	1.000	1.000	0.707	0.013	0.001	0.014	0.007	0.600	1.000	0.008	0.011	0.006
estu_privado_libertad	0.006	0.003	0.029	0.009	0.033	0.030	0.040	0.040	0.012	0.049	0.003	0.026	0.023	0.707	0.707	0.007	0.038	0.686	0.037	0.707	0.176	0.707	0.707	1.000	0.010	0.707	0.707	0.170	0.707	0.707	0.707	0.170	0.010	0.002	0.019	0.006	0.595	0.004	0.007	0.008	0.004
estu_tipodocumento	0.037	0.036	0.066	0.023	0.026	0.030	0.021	0.020	0.089	0.042	0.047	0.200	0.049	0.008	0.080	0.021	0.026	0.049	0.026	0.043	0.056	0.012	0.007	0.010	1.000	0.023	0.080	0.068	0.044	0.025	0.035	0.066	0.144	0.116	0.098	0.090	0.097	0.067	0.082	0.089	0.079
fami_cuartoshogar	0.054	0.030	0.053	0.019	0.043	0.043	0.030	0.030	0.024	0.052	0.031	0.048	0.117	0.471	0.414	0.022	0.033	0.447	0.031	0.429	0.306	0.471	1.000	0.707	0.023	1.000	0.429	0.305	0.314	0.464	0.429	0.416	0.197	0.170	0.052	0.030	0.285	0.034	0.029	0.031	0.028
fami_educacionmadre	0.236	0.154	0.187	0.081	0.136	0.133	0.059	0.060	0.101	0.058	0.140	0.156	0.360	0.523	0.474	0.057	0.054	0.475	0.057	0.349	0.231	0.500	1.000	0.707	0.080	0.429	1.000	0.421	0.331	0.337	0.509	0.440	0.420	0.339	0.190	0.146	0.329	0.169	0.139	0.143	0.139
fami_educacionpadre	0.234	0.175	0.198	0.085	0.134	0.129	0.055	0.056	0.090	0.069	0.134	0.145	0.360	0.334	0.242	0.057	0.050	0.012	0.053	0.276	0.281	0.333	0.707	0.170	0.068	0.305	0.421	1.000	0.193	0.366	0.301	0.570	0.402	0.320	0.207	0.143	0.179	0.170	0.134	0.139	0.135
fami_estratovivienda	0.264	0.314	0.316	0.120	0.160	0.159	0.112	0.110	0.084	0.128	0.152	0.154	0.441	0.470	0.485	0.149	0.098	0.529	0.095	0.362	0.154	0.437	0.722	0.707	0.044	0.314	0.331	0.193	1.000	0.311	0.327	0.262	0.523	0.383	0.338	0.147	0.336	0.259	0.137	0.141	0.139
fami_personashogar	0.082	0.017	0.059	0.026	0.055	0.055	0.036	0.036	0.029	0.043	0.034	0.052	0.154	0.536	0.453	0.029	0.037	0.492	0.034	0.328	0.234	0.512	1.000	0.707	0.025	0.464	0.337	0.366	0.311	1.000	0.409	0.541	0.134	0.095	0.075	0.044	0.289	0.046	0.045	0.042	0.045
fami_tieneautomovil	0.088	0.101	0.146	0.072	0.099	0.100	0.039	0.038	0.057	0.055	0.096	0.116	0.308	0.499	0.442	0.099	0.042	0.476	0.041	0.393	0.266	0.497	1.000	0.707	0.035	0.429	0.509	0.301	0.327	0.409	1.000	0.473	0.338	0.284	0.159	0.090	0.303	0.333	0.083	0.089	0.083
fami_tienecomputador	0.242	0.022	0.076	0.052	0.127	0.102	0.093	0.093	0.063	0.137	0.076	0.084	0.246	0.409	0.166	0.229	0.172	0.008	0.068	0.430	0.455	0.408	0.707	0.170	0.066	0.416	0.440	0.570	0.262	0.541	0.473	1.000	0.686	0.452	0.095	0.112	0.161	0.281	0.114	0.273	0.109
fami_tieneinternet	0.274	0.024	0.127	0.126	0.362	0.299	0.293	0.290	0.107	0.377	0.124	0.180	0.298	0.047	0.304	0.295	0.222	0.012	0.221	0.379	0.379	0.018	0.013	0.010	0.144	0.197	0.420	0.402	0.523	0.134	0.338	0.686	1.000	0.451	0.113	0.279	0.311	0.307	0.287	0.277	0.270
fami_tienelavadora	0.224	0.007	0.089	0.107	0.282	0.209	0.242	0.242	0.088	0.322	0.083	0.124	0.205	0.039	0.208	0.243	0.174	0.005	0.181	0.323	0.324	0.011	0.001	0.002	0.116	0.170	0.339	0.320	0.383	0.095	0.284	0.452	0.451	1.000	0.077	0.188	0.213	0.210	0.198	0.192	0.181
periodo	0.030	0.244	0.699	0.124	0.330	0.313	0.158	0.158	0.026	0.212	0.033	0.148	0.314	0.038	0.192	0.158	0.147	0.013	0.150	0.214	0.214	0.019	0.014	0.019	0.098	0.052	0.190	0.207	0.338	0.075	0.159	0.095	0.113	0.077	1.000	0.214	0.173	0.204	0.137	0.117	0.167
punt_c_naturales	0.112	0.166	0.191	0.055	0.063	0.061	-0.018	-0.022	-0.238	0.083	0.118	0.166	0.227	0.013	0.303	-0.020	-0.024	-0.022	-0.026	0.084	0.085	0.005	0.007	0.006	0.090	0.030	0.146	0.143	0.147	0.044	0.090	0.112	0.279	0.188	0.214	1.000	0.900	0.562	0.728	0.762	0.767
punt_global	0.134	0.178	0.183	0.063	0.064	0.063	-0.040	-0.045	-0.260	0.088	0.131	0.179	0.249	0.309	0.501	-0.042	-0.044	-0.045	-0.046	0.302	0.121	0.289	0.600	0.595	0.097	0.285	0.329	0.179	0.336	0.289	0.303	0.161	0.311	0.213	0.173	0.900	1.000	0.646	0.876	0.887	0.907
punt_ingles	0.114	0.234	0.205	0.084	0.107	0.106	-0.056	-0.061	-0.196	0.074	0.139	0.163	0.314	0.035	0.815	-0.060	-0.064	-0.061	-0.066	0.077	0.077	0.005	1.000	0.004	0.067	0.034	0.169	0.170	0.259	0.046	0.333	0.281	0.307	0.210	0.204	0.562	0.646	1.000	0.547	0.537	0.548
punt_lectura_critica	0.131	0.128	0.148	0.048	0.057	0.056	-0.046	-0.051	-0.221	0.074	0.113	0.144	0.205	0.014	0.285	-0.049	-0.052	-0.050	-0.054	0.075	0.075	0.010	0.008	0.007	0.082	0.029	0.139	0.134	0.137	0.045	0.083	0.114	0.287	0.198	0.137	0.728	0.876	0.547	1.000	0.701	0.767
punt_matematicas	0.122	0.136	0.136	0.052	0.057	0.056	-0.039	-0.043	-0.238	0.077	0.118	0.159	0.210	0.014	0.290	-0.042	-0.045	-0.043	-0.047	0.078	0.078	0.004	0.011	0.008	0.089	0.031	0.143	0.139	0.141	0.042	0.089	0.273	0.277	0.192	0.117	0.762	0.887	0.537	0.701	1.000	0.721
punt_sociales_ciudadanas	0.116	0.152	0.167	0.050	0.061	0.060	-0.032	-0.036	-0.228	0.074	0.112	0.149	0.201	0.013	0.281	-0.035	-0.038	-0.036	-0.040	0.075	0.075	0.004	0.006	0.004	0.079	0.028	0.139	0.135	0.139	0.045	0.083	0.109	0.270	0.181	0.167	0.767	0.907	0.548	0.767	0.721	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	periodo	estu_tipodocumento	estu_consecutivo	cole_area_ubicacion	cole_bilingue	cole_calendario	cole_caracter	cole_cod_dane_establecimiento	cole_cod_dane_sede	cole_cod_depto_ubicacion	cole_cod_mcpio_ubicacion	cole_codigo_icfes	cole_depto_ubicacion	cole_genero	cole_jornada	cole_mcpio_ubicacion	cole_naturaleza	cole_nombre_establecimiento	cole_nombre_sede	cole_sede_principal	estu_cod_depto_presentacion	estu_cod_mcpio_presentacion	estu_cod_reside_depto	estu_cod_reside_mcpio	estu_depto_presentacion	estu_depto_reside	estu_estadoinvestigacion	estu_estudiante	estu_fechanacimiento	estu_genero	estu_mcpio_presentacion	estu_mcpio_reside	estu_nacionalidad	estu_pais_reside	estu_privado_libertad	fami_cuartoshogar	fami_educacionmadre	fami_educacionpadre	fami_estratovivienda	fami_personashogar	fami_tieneautomovil	fami_tienecomputador	fami_tieneinternet	fami_tienelavadora	desemp_ingles	punt_ingles	punt_matematicas	punt_sociales_ciudadanas	punt_c_naturales	punt_lectura_critica	punt_global
0	20152	TI	SB11201520043269	URBANO	N	A	ACADÃMICO	1.053760e+11	105376000113	5	5376	121590	ANTIOQUIA	MIXTO	TARDE	LA CEJA	OFICIAL	I. E. MONSEÃOR ALFONSO URIBE JARAMILLO	I. E. MONSEÃOR ALFONSO URIBE JARAMILLO	S	5.0	5376.0	5.0	5376.0	ANTIOQUIA	ANTIOQUIA	PUBLICAR	ESTUDIANTE	25/03/1998	M	LA CEJA	LA CEJA	COLOMBIA	COLOMBIA	N	Cuatro	Primaria completa	Primaria completa	Estrato 2	Siete	No	No	No	Si	A1	49.0	52.0	49	45	52	247
1	20152	TI	SB11201520486210	URBANO	N	A	TÃCNICO/ACADÃMICO	1.110010e+11	111001019411	11	11001	26138	BOGOTA	MIXTO	MAÃANA	BOGOTÃ D.C.	OFICIAL	COLEGIO INEM SANTIAGO PEREZ (IED)	INEM SANTIAGO PEREZ	S	11.0	11001.0	11.0	11001.0	BOGOTÃ	BOGOTÃ	PUBLICAR	ESTUDIANTE	03/08/1998	M	BOGOTÃ D.C.	BOGOTÃ D.C.	COLOMBIA	COLOMBIA	N	Dos	Secundaria (Bachillerato) incompleta	Secundaria (Bachillerato) incompleta	Estrato 2	Seis	No	Si	Si	Si	A-	44.0	72.0	60	62	59	309
2	20152	TI	SB11201520344372	RURAL	NaN	A	ACADÃMICO	2.413570e+11	241357000693	41	41357	126516	HUILA	MIXTO	COMPLETA	IQUIRA	OFICIAL	INSTITUCION EDUCATIVA KUE DSI J	KUE DSI J	S	41.0	41396.0	41.0	41357.0	HUILA	HUILA	PUBLICAR	ESTUDIANTE	14/01/1996	M	LA PLATA	ÃQUIRA	COLOMBIA	COLOMBIA	N	Cuatro	Primaria incompleta	Secundaria (Bachillerato) completa	Estrato 1	Ocho	No	Si	No	No	A-	44.0	46.0	38	42	38	206
3	20152	TI	SB11201520036842	URBANO	NaN	A	ACADÃMICO	3.110011e+11	311001089710	11	11001	189365	BOGOTA	MIXTO	COMPLETA	BOGOTÃ D.C.	NO OFICIAL	COLEGIO SOLES DEL SABER	COL SOLES DEL SABER	S	11.0	11001.0	11.0	11001.0	BOGOTÃ	BOGOTÃ	PUBLICAR	ESTUDIANTE	16/10/1998	M	BOGOTÃ D.C.	BOGOTÃ D.C.	COLOMBIA	COLOMBIA	N	Cuatro	Secundaria (Bachillerato) completa	Primaria completa	Estrato 1	Cinco	No	Si	Si	Si	A-	44.0	47.0	57	47	58	258
4	20152	TI	SB11201520335295	RURAL	N	A	ACADÃMICO	2.134300e+11	213430002612	13	13430	133470	BOLIVAR	MIXTO	MAÃANA	MAGANGUE	OFICIAL	INST EDUC SAN SEBASTIAN DE MADRID	SAN SEBASTIAN DE MADRID	S	13.0	13430.0	13.0	13430.0	BOLIVAR	BOLIVAR	PUBLICAR	ESTUDIANTE	19/03/1996	F	MAGANGUÃ	MAGANGUÃ	COLOMBIA	COLOMBIA	N	Cuatro	Primaria incompleta	Secundaria (Bachillerato) completa	Estrato 1	Siete	No	No	No	Si	A1	55.0	44.0	45	53	41	232
5	20152	TI	SB11201520040330	URBANO	S	A	ACADÃMICO	1.860010e+11	186001000175	86	86001	24265	PUTUMAYO	MIXTO	TARDE	MOCOA	OFICIAL	I.E. PIO XII	I.E. PIO XII - SEDE PRINCIAPL	S	86.0	86001.0	86.0	86001.0	PUTUMAYO	PUTUMAYO	PUBLICAR	ESTUDIANTE	08/06/1997	F	MOCOA	MOCOA	COLOMBIA	COLOMBIA	N	Dos	TÃ©cnica o tecnolÃ³gica completa	EducaciÃ³n profesional completa	Estrato 1	Cuatro	No	Si	No	Si	A-	44.0	46.0	53	55	54	257
6	20152	TI	SB11201520000764	URBANO	N	A	TÃCNICO/ACADÃMICO	1.050010e+11	105001000108	5	5001	59	ANTIOQUIA	FEMENINO	MAÃANA	MEDELLIN	OFICIAL	INSTITUCION EDUCATIVA CENTRO FORMATIVO DE ANTIOQUIA -CEFA	INST EDUC CEFA	S	5.0	5088.0	5.0	5088.0	ANTIOQUIA	ANTIOQUIA	PUBLICAR	ESTUDIANTE	31/12/1998	F	BELLO	BELLO	COLOMBIA	COLOMBIA	N	Tres	Secundaria (Bachillerato) completa	TÃ©cnica o tecnolÃ³gica incompleta	Estrato 2	Cuatro	No	Si	Si	Si	A1	52.0	47.0	53	58	51	261
7	20152	TI	SB11201520422186	URBANO	N	A	ACADÃMICO	1.056600e+11	105660000271	5	5660	2527	ANTIOQUIA	MIXTO	MAÃANA	SAN LUIS	OFICIAL	INSTITUCION EDUCATIVA SAN LUIS	LICEO SAN LUIS	S	5.0	5440.0	5.0	5660.0	ANTIOQUIA	ANTIOQUIA	PUBLICAR	ESTUDIANTE	04/03/1998	F	MARINILLA	SAN LUIS	COLOMBIA	COLOMBIA	N	Tres	Primaria incompleta	Primaria incompleta	Estrato 2	Tres	No	Si	Si	Si	A-	43.0	47.0	44	29	38	199
8	20152	TI	SB11201520314775	RURAL	N	A	TÃCNICO/ACADÃMICO	2.118500e+11	211850001121	11	11001	67744	BOGOTA	MIXTO	MAÃANA	BOGOTÃ D.C.	OFICIAL	COLEGIO RUR PASQUILLA (IED)	CENT EDUC DIST PASQUILLA	S	11.0	11001.0	11.0	11001.0	BOGOTÃ	BOGOTÃ	PUBLICAR	ESTUDIANTE	14/01/1999	F	BOGOTÃ D.C.	BOGOTÃ D.C.	COLOMBIA	COLOMBIA	N	Dos	Primaria completa	Primaria completa	Estrato 1	Cuatro	No	No	Si	Si	A1	57.0	46.0	50	52	41	240
9	20152	TI	SB11201520398014	URBANO	N	A	TÃCNICO/ACADÃMICO	1.660010e+11	166001006091	66	66001	65136	RISARALDA	MIXTO	TARDE	PEREIRA	OFICIAL	COLEGIO SURORIENTAL DE PEREIRA	COLEGIO SURORIENTAL	S	66.0	66001.0	66.0	66001.0	RISARALDA	RISARALDA	PUBLICAR	ESTUDIANTE	16/04/1999	F	PEREIRA	PEREIRA	COLOMBIA	COLOMBIA	N	Cuatro	TÃ©cnica o tecnolÃ³gica completa	No sabe	Estrato 3	Cinco	Si	Si	Si	Si	A2	64.0	49.0	59	66	62	297

	periodo	estu_tipodocumento	estu_consecutivo	cole_area_ubicacion	cole_bilingue	cole_calendario	cole_caracter	cole_cod_dane_establecimiento	cole_cod_dane_sede	cole_cod_depto_ubicacion	cole_cod_mcpio_ubicacion	cole_codigo_icfes	cole_depto_ubicacion	cole_genero	cole_jornada	cole_mcpio_ubicacion	cole_naturaleza	cole_nombre_establecimiento	cole_nombre_sede	cole_sede_principal	estu_cod_depto_presentacion	estu_cod_mcpio_presentacion	estu_cod_reside_depto	estu_cod_reside_mcpio	estu_depto_presentacion	estu_depto_reside	estu_estadoinvestigacion	estu_estudiante	estu_fechanacimiento	estu_genero	estu_mcpio_presentacion	estu_mcpio_reside	estu_nacionalidad	estu_pais_reside	estu_privado_libertad	fami_cuartoshogar	fami_educacionmadre	fami_educacionpadre	fami_estratovivienda	fami_personashogar	fami_tieneautomovil	fami_tienecomputador	fami_tieneinternet	fami_tienelavadora	desemp_ingles	punt_ingles	punt_matematicas	punt_sociales_ciudadanas	punt_c_naturales	punt_lectura_critica	punt_global
570454	20152	TI	SB11201520271952	RURAL	N	A	ACADÃMICO	4.156320e+11	415632000516	15	15632	57117	BOYACA	MIXTO	MAÃANA	SABOYA	OFICIAL	IE GARAVITO	COL RUR GARAVITO	S	15.0	15176.0	15.0	15104.0	BOYACA	BOYACA	PUBLICAR	ESTUDIANTE	16/04/1998	M	CHIQUINQUIRÃ	BOYACÃ	COLOMBIA	COLOMBIA	N	Cuatro	Primaria completa	Secundaria (Bachillerato) incompleta	Estrato 1	Cinco	No	No	No	No	A1	54.0	55.0	57	46	56	268
570455	20152	TI	SB11201520512701	URBANO	N	A	TÃCNICO	1.682760e+11	168276000720	68	68276	35840	SANTANDER	MIXTO	MAÃANA	FLORIDABLANCA	OFICIAL	COL TEC VICENTE AZUERO	COL TEC VICENTE AZUERO	S	68.0	68276.0	68.0	68276.0	SANTANDER	SANTANDER	PUBLICAR	ESTUDIANTE	26/02/1999	F	FLORIDABLANCA	FLORIDABLANCA	COLOMBIA	COLOMBIA	N	Tres	Primaria completa	Secundaria (Bachillerato) incompleta	Estrato 1	Tres	No	Si	Si	Si	A-	38.0	37.0	54	38	50	221
570456	20152	TI	SB11201520516157	URBANO	N	A	ACADÃMICO	3.410011e+11	541001008097	41	41001	112128	HUILA	MIXTO	MAÃANA	NEIVA	NO OFICIAL	COL TOMAS CIPRIANO DE MOSQUERA	COL TOMAS CIPRIANO DE MOSQUERA	S	41.0	41001.0	41.0	41001.0	HUILA	HUILA	PUBLICAR	ESTUDIANTE	01/07/1997	F	NEIVA	NEIVA	COLOMBIA	COLOMBIA	N	Tres	Secundaria (Bachillerato) completa	Secundaria (Bachillerato) completa	Estrato 2	Cuatro	No	Si	Si	Si	A1	52.0	47.0	36	43	44	216
570457	20152	TI	SB11201520383441	RURAL	NaN	A	ACADÃMICO	2.192560e+11	219256000191	19	19256	125443	CAUCA	MIXTO	MAÃANA	EL TAMBO	OFICIAL	I.E. CUATRO ESQUINAS	I.E. CUATRO ESQUINAS - SEDE PRINCIPAL	S	19.0	19256.0	19.0	19256.0	CAUCA	CAUCA	PUBLICAR	ESTUDIANTE	18/09/1998	M	EL TAMBO	EL TAMBO	COLOMBIA	COLOMBIA	N	Tres	Primaria incompleta	Primaria incompleta	Estrato 1	Cinco	No	No	No	No	A1	55.0	58.0	62	62	52	291
570458	20152	CC	SB11201520496790	URBANO	N	A	TÃCNICO/ACADÃMICO	1.768920e+11	176892000281	76	76892	136184	VALLE	MIXTO	TARDE	YUMBO	OFICIAL	IE ALBERTO MENDOZA MAYOR	LICEO COMERCIAL	S	76.0	76892.0	76.0	76892.0	VALLE	VALLE	PUBLICAR	ESTUDIANTE	18/02/1997	F	YUMBO	YUMBO	COLOMBIA	COLOMBIA	N	Tres	Secundaria (Bachillerato) completa	Secundaria (Bachillerato) completa	Estrato 1	Cuatro	No	No	No	Si	A-	41.0	49.0	51	48	46	240
570459	20152	TI	SB11201520576475	URBANO	N	A	ACADÃMICO	1.230010e+11	123001003741	23	23001	96966	CORDOBA	MIXTO	MAÃANA	MONTERIA	OFICIAL	INSTITUCION EDUCATIVA LA PRADERA	INSTITUCIÂ¿N EDUCATIVA LA PRADERA	S	23.0	23001.0	23.0	23001.0	CORDOBA	CORDOBA	PUBLICAR	ESTUDIANTE	05/06/1998	F	MONTERÃA	MONTERÃA	COLOMBIA	COLOMBIA	N	Dos	Secundaria (Bachillerato) completa	Secundaria (Bachillerato) completa	Estrato 1	Cinco	No	Si	Si	Si	A1	50.0	50.0	59	45	54	259
570460	20152	TI	SB11201520279612	URBANO	N	A	ACADÃMICO	1.050010e+11	105001001368	5	5001	113316	ANTIOQUIA	MIXTO	MAÃANA	MEDELLIN	OFICIAL	INST EDUC ALVARO MARIN VELASCO	INST EDUC ALVARO MARIN VELASCO	S	5.0	5001.0	5.0	5001.0	ANTIOQUIA	ANTIOQUIA	PUBLICAR	ESTUDIANTE	24/11/1996	F	MEDELLÃN	MEDELLÃN	COLOMBIA	COLOMBIA	N	Uno	Primaria completa	No sabe	Estrato 2	Dos	No	Si	Si	Si	A1	50.0	39.0	56	51	63	260
570461	20152	TI	SB11201520094586	URBANO	N	A	TÃCNICO/ACADÃMICO	1.200130e+11	120013000471	20	20013	108043	CESAR	MIXTO	MAÃANA	AGUSTIN CODAZZI	OFICIAL	INSTITUCION EDUCATIVA FRANCISCO DE PAULA SANTANDER	INST. EDU. FRANCISCO DE PAULA SANTANDER	S	20.0	20013.0	20.0	20013.0	CESAR	CESAR	PUBLICAR	ESTUDIANTE	26/02/1999	F	AGUSTÃN CODAZZI	AGUSTÃN CODAZZI	COLOMBIA	COLOMBIA	N	Dos	Primaria incompleta	Primaria completa	Estrato 1	Cuatro	No	No	No	Si	A1	49.0	39.0	34	49	43	209
570462	20152	TI	SB11201520070683	URBANO	N	A	TÃCNICO/ACADÃMICO	1.448740e+11	144874000517	44	44874	47563	LA GUAJIRA	MIXTO	MAÃANA	VILLANUEVA	OFICIAL	INSTITUCION EDUCATIVA TÃCNICA PROMOCION SOCIAL	INST. EDUC. PROMOCION SOCIAL DEL S	S	44.0	44874.0	44.0	44874.0	LA GUAJIRA	LA GUAJIRA	PUBLICAR	ESTUDIANTE	19/09/1998	F	VILLANUEVA	VILLANUEVA	COLOMBIA	COLOMBIA	N	Uno	Secundaria (Bachillerato) incompleta	Secundaria (Bachillerato) incompleta	Estrato 1	Seis	No	No	No	No	A1	54.0	47.0	56	48	58	262
570463	20152	TI	SB11201520342501	RURAL	N	A	TÃCNICO	2.152720e+11	215272000197	15	15272	86223	BOYACA	MIXTO	COMPLETA	FIRAVITOBA	OFICIAL	I.E. TECNICA AGROPECUARIA SAN ANTONIO	COL TEC AGROP SAN ANTONIO	S	15.0	15759.0	15.0	15272.0	BOYACA	BOYACA	PUBLICAR	ESTUDIANTE	06/06/1998	F	SOGAMOSO	FIRAVITOBA	COLOMBIA	COLOMBIA	N	Uno	Primaria completa	Primaria incompleta	Estrato 2	Tres	No	No	No	No	A1	55.0	52.0	63	59	65	297

Duplicate rows

Most frequently occurring

	periodo	estu_tipodocumento	estu_consecutivo	cole_area_ubicacion	cole_bilingue	cole_calendario	cole_caracter	cole_cod_dane_establecimiento	cole_cod_dane_sede	cole_cod_depto_ubicacion	cole_cod_mcpio_ubicacion	cole_codigo_icfes	cole_depto_ubicacion	cole_genero	cole_jornada	cole_mcpio_ubicacion	cole_naturaleza	cole_nombre_establecimiento	cole_nombre_sede	cole_sede_principal	estu_cod_depto_presentacion	estu_cod_mcpio_presentacion	estu_cod_reside_depto	estu_cod_reside_mcpio	estu_depto_presentacion	estu_depto_reside	estu_estadoinvestigacion	estu_estudiante	estu_fechanacimiento	estu_genero	estu_mcpio_presentacion	estu_mcpio_reside	estu_nacionalidad	estu_pais_reside	estu_privado_libertad	fami_cuartoshogar	fami_educacionmadre	fami_educacionpadre	fami_estratovivienda	fami_personashogar	fami_tieneautomovil	fami_tienecomputador	fami_tieneinternet	fami_tienelavadora	desemp_ingles	punt_ingles	punt_matematicas	punt_sociales_ciudadanas	punt_c_naturales	punt_lectura_critica	punt_global	# duplicates
0	20151	CC	SB11201510079341	URBANO	N	B	TÃCNICO	3.760010e+11	376001016806	76	76001	119735	VALLE	MIXTO	MAÃANA	CALI	NO OFICIAL	LICEO SUPERIOR JUAN PABLO II	LICEO SUPERIOR JUAN PABLO II - SEDE PRINCIPAL	S	76.0	76001.0	76.0	76001.0	VALLE	VALLE	PUBLICAR	ESTUDIANTE	30/11/1994	M	CALI	CALI	COLOMBIA	COLOMBIA	N	Cuatro	Primaria incompleta	Primaria incompleta	Estrato 3	Cuatro	No	Si	Si	Si	A1	50.0	48.0	47	43	40	225	2
1	20151	CC	SB11201510096180	URBANO	N	B	TÃCNICO	3.760010e+11	376001016806	76	76001	119735	VALLE	MIXTO	MAÃANA	CALI	NO OFICIAL	LICEO SUPERIOR JUAN PABLO II	LICEO SUPERIOR JUAN PABLO II - SEDE PRINCIPAL	S	76.0	76001.0	76.0	76001.0	VALLE	VALLE	PUBLICAR	ESTUDIANTE	24/12/1995	M	CALI	CALI	COLOMBIA	COLOMBIA	N	Tres	Secundaria (Bachillerato) completa	Secundaria (Bachillerato) completa	Estrato 3	Tres	No	Si	Si	Si	A1	49.0	59.0	48	58	52	269	2
2	20151	TI	SB11201510035421	URBANO	N	B	TÃCNICO	3.760010e+11	376001016806	76	76001	119735	VALLE	MIXTO	MAÃANA	CALI	NO OFICIAL	LICEO SUPERIOR JUAN PABLO II	LICEO SUPERIOR JUAN PABLO II - SEDE PRINCIPAL	S	76.0	76001.0	76.0	76001.0	VALLE	VALLE	PUBLICAR	ESTUDIANTE	09/02/1998	M	CALI	CALI	COLOMBIA	COLOMBIA	N	Dos	Secundaria (Bachillerato) completa	Secundaria (Bachillerato) incompleta	Estrato 3	Tres	No	Si	Si	Si	B1	76.0	83.0	82	84	72	400	2
3	20151	TI	SB11201510035483	URBANO	N	B	TÃCNICO	3.760010e+11	376001016806	76	76001	119735	VALLE	MIXTO	MAÃANA	CALI	NO OFICIAL	LICEO SUPERIOR JUAN PABLO II	LICEO SUPERIOR JUAN PABLO II - SEDE PRINCIPAL	S	76.0	76001.0	76.0	76001.0	VALLE	VALLE	PUBLICAR	ESTUDIANTE	25/09/1998	F	CALI	CALI	COLOMBIA	COLOMBIA	N	Dos	Secundaria (Bachillerato) completa	Secundaria (Bachillerato) incompleta	Estrato 3	Seis	No	Si	Si	Si	A1	57.0	65.0	70	68	55	320	2
4	20151	TI	SB11201510051831	URBANO	N	B	TÃCNICO	3.760010e+11	376001016806	76	76001	119735	VALLE	MIXTO	MAÃANA	CALI	NO OFICIAL	LICEO SUPERIOR JUAN PABLO II	LICEO SUPERIOR JUAN PABLO II - SEDE PRINCIPAL	S	76.0	76001.0	76.0	76001.0	VALLE	VALLE	PUBLICAR	ESTUDIANTE	14/10/1999	F	CALI	CALI	COLOMBIA	COLOMBIA	N	Tres	Secundaria (Bachillerato) completa	Secundaria (Bachillerato) completa	Estrato 3	Cinco	No	Si	Si	Si	A1	57.0	48.0	43	53	51	247	2
5	20151	TI	SB11201510052037	URBANO	N	B	TÃCNICO	3.760010e+11	376001016806	76	76001	119735	VALLE	MIXTO	MAÃANA	CALI	NO OFICIAL	LICEO SUPERIOR JUAN PABLO II	LICEO SUPERIOR JUAN PABLO II - SEDE PRINCIPAL	S	76.0	76001.0	76.0	76001.0	VALLE	VALLE	PUBLICAR	ESTUDIANTE	14/01/1999	F	CALI	CALI	COLOMBIA	COLOMBIA	N	Dos	Secundaria (Bachillerato) incompleta	TÃ©cnica o tecnolÃ³gica incompleta	Estrato 3	Cuatro	Si	Si	Si	Si	A-	39.0	44.0	43	48	48	226	2
6	20151	TI	SB11201510052282	URBANO	N	B	TÃCNICO	3.760010e+11	376001016806	76	76001	119735	VALLE	MIXTO	MAÃANA	CALI	NO OFICIAL	LICEO SUPERIOR JUAN PABLO II	LICEO SUPERIOR JUAN PABLO II - SEDE PRINCIPAL	S	76.0	76001.0	76.0	76001.0	VALLE	VALLE	PUBLICAR	ESTUDIANTE	27/08/1998	F	CALI	CALI	COLOMBIA	COLOMBIA	N	Cinco	Secundaria (Bachillerato) completa	Secundaria (Bachillerato) completa	Estrato 3	Seis	No	Si	No	No	A-	45.0	58.0	40	42	48	234	2
7	20151	TI	SB11201510052374	URBANO	N	B	TÃCNICO	3.760010e+11	376001016806	76	76001	119735	VALLE	MIXTO	MAÃANA	CALI	NO OFICIAL	LICEO SUPERIOR JUAN PABLO II	LICEO SUPERIOR JUAN PABLO II - SEDE PRINCIPAL	S	76.0	76001.0	76.0	76001.0	VALLE	VALLE	PUBLICAR	ESTUDIANTE	20/11/1997	F	CALI	CALI	COLOMBIA	COLOMBIA	N	Cuatro	Primaria completa	Secundaria (Bachillerato) incompleta	Estrato 1	Ocho	Si	No	Si	Si	A-	45.0	41.0	38	36	35	190	2
8	20151	TI	SB11201510052433	URBANO	N	B	TÃCNICO	3.760010e+11	376001016806	76	76001	119735	VALLE	MIXTO	MAÃANA	CALI	NO OFICIAL	LICEO SUPERIOR JUAN PABLO II	LICEO SUPERIOR JUAN PABLO II - SEDE PRINCIPAL	S	76.0	76001.0	76.0	76001.0	VALLE	VALLE	PUBLICAR	ESTUDIANTE	02/01/1999	F	CALI	CALI	COLOMBIA	COLOMBIA	N	Dos	Secundaria (Bachillerato) completa	Secundaria (Bachillerato) completa	Estrato 3	Tres	Si	Si	Si	Si	A-	49.0	49.0	55	33	58	244	2
9	20151	TI	SB11201510052603	URBANO	N	B	TÃCNICO	3.760010e+11	376001016806	76	76001	119735	VALLE	MIXTO	MAÃANA	CALI	NO OFICIAL	LICEO SUPERIOR JUAN PABLO II	LICEO SUPERIOR JUAN PABLO II - SEDE PRINCIPAL	S	76.0	76001.0	76.0	76001.0	VALLE	VALLE	PUBLICAR	ESTUDIANTE	12/08/1998	F	CALI	CALI	COLOMBIA	COLOMBIA	N	Tres	TÃ©cnica o tecnolÃ³gica completa	Ninguno	Estrato 2	Cuatro	No	Si	No	Si	A1	49.0	39.0	54	42	47	229	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)